{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 思考\n",
    "\n",
    "现在我们有一组关于全球星巴克店铺的统计数据\n",
    "\n",
    "- 如果我想知道美国的星巴克数量和中国的哪个多\n",
    "- 或者我想知道中国每个省份星巴克的数量的情况\n",
    "\n",
    "那么应该怎么办？"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Brand</th>\n",
       "      <th>Store Number</th>\n",
       "      <th>Store Name</th>\n",
       "      <th>Ownership Type</th>\n",
       "      <th>Street Address</th>\n",
       "      <th>City</th>\n",
       "      <th>State/Province</th>\n",
       "      <th>Country</th>\n",
       "      <th>Postcode</th>\n",
       "      <th>Phone Number</th>\n",
       "      <th>Timezone</th>\n",
       "      <th>Longitude</th>\n",
       "      <th>Latitude</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Starbucks</td>\n",
       "      <td>47370-257954</td>\n",
       "      <td>Meritxell, 96</td>\n",
       "      <td>Licensed</td>\n",
       "      <td>Av. Meritxell, 96</td>\n",
       "      <td>Andorra la Vella</td>\n",
       "      <td>7</td>\n",
       "      <td>AD</td>\n",
       "      <td>AD500</td>\n",
       "      <td>376818720</td>\n",
       "      <td>GMT+1:00 Europe/Andorra</td>\n",
       "      <td>1.53</td>\n",
       "      <td>42.51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Starbucks</td>\n",
       "      <td>22331-212325</td>\n",
       "      <td>Ajman Drive Thru</td>\n",
       "      <td>Licensed</td>\n",
       "      <td>1 Street 69, Al Jarf</td>\n",
       "      <td>Ajman</td>\n",
       "      <td>AJ</td>\n",
       "      <td>AE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>GMT+04:00 Asia/Dubai</td>\n",
       "      <td>55.47</td>\n",
       "      <td>25.42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Starbucks</td>\n",
       "      <td>47089-256771</td>\n",
       "      <td>Dana Mall</td>\n",
       "      <td>Licensed</td>\n",
       "      <td>Sheikh Khalifa Bin Zayed St.</td>\n",
       "      <td>Ajman</td>\n",
       "      <td>AJ</td>\n",
       "      <td>AE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>GMT+04:00 Asia/Dubai</td>\n",
       "      <td>55.47</td>\n",
       "      <td>25.39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Starbucks</td>\n",
       "      <td>22126-218024</td>\n",
       "      <td>Twofour 54</td>\n",
       "      <td>Licensed</td>\n",
       "      <td>Al Salam Street</td>\n",
       "      <td>Abu Dhabi</td>\n",
       "      <td>AZ</td>\n",
       "      <td>AE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>GMT+04:00 Asia/Dubai</td>\n",
       "      <td>54.38</td>\n",
       "      <td>24.48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Starbucks</td>\n",
       "      <td>17127-178586</td>\n",
       "      <td>Al Ain Tower</td>\n",
       "      <td>Licensed</td>\n",
       "      <td>Khaldiya Area, Abu Dhabi Island</td>\n",
       "      <td>Abu Dhabi</td>\n",
       "      <td>AZ</td>\n",
       "      <td>AE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>GMT+04:00 Asia/Dubai</td>\n",
       "      <td>54.54</td>\n",
       "      <td>24.51</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       Brand  Store Number        Store Name Ownership Type  \\\n",
       "0  Starbucks  47370-257954     Meritxell, 96       Licensed   \n",
       "1  Starbucks  22331-212325  Ajman Drive Thru       Licensed   \n",
       "2  Starbucks  47089-256771         Dana Mall       Licensed   \n",
       "3  Starbucks  22126-218024        Twofour 54       Licensed   \n",
       "4  Starbucks  17127-178586      Al Ain Tower       Licensed   \n",
       "\n",
       "                    Street Address              City State/Province Country  \\\n",
       "0                Av. Meritxell, 96  Andorra la Vella              7      AD   \n",
       "1             1 Street 69, Al Jarf             Ajman             AJ      AE   \n",
       "2     Sheikh Khalifa Bin Zayed St.             Ajman             AJ      AE   \n",
       "3                  Al Salam Street         Abu Dhabi             AZ      AE   \n",
       "4  Khaldiya Area, Abu Dhabi Island         Abu Dhabi             AZ      AE   \n",
       "\n",
       "  Postcode Phone Number                 Timezone  Longitude  Latitude  \n",
       "0    AD500    376818720  GMT+1:00 Europe/Andorra       1.53     42.51  \n",
       "1      NaN          NaN     GMT+04:00 Asia/Dubai      55.47     25.42  \n",
       "2      NaN          NaN     GMT+04:00 Asia/Dubai      55.47     25.39  \n",
       "3      NaN          NaN     GMT+04:00 Asia/Dubai      54.38     24.48  \n",
       "4      NaN          NaN     GMT+04:00 Asia/Dubai      54.54     24.51  "
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "file_path = './starbucks_store_worldwide.csv'\n",
    "df = pd.read_csv(file_path)\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 25600 entries, 0 to 25599\n",
      "Data columns (total 13 columns):\n",
      " #   Column          Non-Null Count  Dtype  \n",
      "---  ------          --------------  -----  \n",
      " 0   Brand           25600 non-null  object \n",
      " 1   Store Number    25600 non-null  object \n",
      " 2   Store Name      25600 non-null  object \n",
      " 3   Ownership Type  25600 non-null  object \n",
      " 4   Street Address  25598 non-null  object \n",
      " 5   City            25585 non-null  object \n",
      " 6   State/Province  25600 non-null  object \n",
      " 7   Country         25600 non-null  object \n",
      " 8   Postcode        24078 non-null  object \n",
      " 9   Phone Number    18739 non-null  object \n",
      " 10  Timezone        25600 non-null  object \n",
      " 11  Longitude       25599 non-null  float64\n",
      " 12  Latitude        25599 non-null  float64\n",
      "dtypes: float64(2), object(11)\n",
      "memory usage: 2.5+ MB\n"
     ]
    }
   ],
   "source": [
    "df.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<pandas.core.groupby.generic.DataFrameGroupBy object at 0x00000216951D4AC8>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "grouped = df.groupby(by=\"Country\")\n",
    "grouped"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "DataFrameGroupBy对象\n",
    "\n",
    "- 可以进行遍历\n",
    "- 调用聚合方法"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AD \n",
      " <class 'str'>\n",
      "--------------------\n",
      "       Brand  Store Number     Store Name Ownership Type     Street Address  \\\n",
      "0  Starbucks  47370-257954  Meritxell, 96       Licensed  Av. Meritxell, 96   \n",
      "\n",
      "               City State/Province Country Postcode Phone Number  \\\n",
      "0  Andorra la Vella              7      AD    AD500    376818720   \n",
      "\n",
      "                  Timezone  Longitude  Latitude  \n",
      "0  GMT+1:00 Europe/Andorra       1.53     42.51   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "AE \n",
      " <class 'str'>\n",
      "--------------------\n",
      "         Brand  Store Number                      Store Name Ownership Type  \\\n",
      "1    Starbucks  22331-212325                Ajman Drive Thru       Licensed   \n",
      "2    Starbucks  47089-256771                       Dana Mall       Licensed   \n",
      "3    Starbucks  22126-218024                      Twofour 54       Licensed   \n",
      "4    Starbucks  17127-178586                    Al Ain Tower       Licensed   \n",
      "5    Starbucks  17688-182164        Dalma Mall, Ground Floor       Licensed   \n",
      "..         ...           ...                             ...            ...   \n",
      "140  Starbucks   34253-62541                  Bukhatir Tower       Licensed   \n",
      "141  Starbucks   1359-138434                  Qanat Al Qasba       Licensed   \n",
      "142  Starbucks   34259-54260                   Sahara Center       Licensed   \n",
      "143  Starbucks   34217-27108  American University of Sharjah       Licensed   \n",
      "144  Starbucks  22697-223524                  UAQ Drive Thru       Licensed   \n",
      "\n",
      "                         Street Address           City State/Province Country  \\\n",
      "1                  1 Street 69, Al Jarf          Ajman             AJ      AE   \n",
      "2          Sheikh Khalifa Bin Zayed St.          Ajman             AJ      AE   \n",
      "3                       Al Salam Street      Abu Dhabi             AZ      AE   \n",
      "4       Khaldiya Area, Abu Dhabi Island      Abu Dhabi             AZ      AE   \n",
      "5                  Dalma Mall, Mussafah      Abu Dhabi             AZ      AE   \n",
      "..                                  ...            ...            ...     ...   \n",
      "140            Sharjah Buheira Corniche        Sharjah             SH      AE   \n",
      "141                      Al Taawun Road        Sharjah             SH      AE   \n",
      "142                             Alnahda        Sharjah             SH      AE   \n",
      "143  Airport Road, Universities Complex        Sharjah             SH      AE   \n",
      "144                 King Faisal Highway  Umm Al Quwain             UQ      AE   \n",
      "\n",
      "    Postcode Phone Number              Timezone  Longitude  Latitude  \n",
      "1        NaN          NaN  GMT+04:00 Asia/Dubai      55.47     25.42  \n",
      "2        NaN          NaN  GMT+04:00 Asia/Dubai      55.47     25.39  \n",
      "3        NaN          NaN  GMT+04:00 Asia/Dubai      54.38     24.48  \n",
      "4        NaN          NaN  GMT+04:00 Asia/Dubai      54.54     24.51  \n",
      "5        NaN          NaN  GMT+04:00 Asia/Dubai      54.49     24.40  \n",
      "..       ...          ...                   ...        ...       ...  \n",
      "140      NaN   06-5560572  GMT+04:00 Asia/Dubai      55.38     25.33  \n",
      "141      NaN   06-5560318  GMT+04:00 Asia/Dubai      55.38     25.32  \n",
      "142      NaN   06-5315823  GMT+04:00 Asia/Dubai      55.37     25.30  \n",
      "143      NaN   06-5585722  GMT+04:00 Asia/Dubai      55.48     25.30  \n",
      "144      NaN          NaN  GMT+04:00 Asia/Dubai      55.54     25.53  \n",
      "\n",
      "[144 rows x 13 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "AR \n",
      " <class 'str'>\n",
      "--------------------\n",
      "         Brand  Store Number        Store Name Ownership Type  \\\n",
      "145  Starbucks   1278-139526   Alto Avelleneda       Licensed   \n",
      "146  Starbucks  16436-159304            Soleil       Licensed   \n",
      "147  Starbucks  47294-254164           Arevalo       Licensed   \n",
      "148  Starbucks  25823-198067  Terrazas de Mayo       Licensed   \n",
      "149  Starbucks  15008-157047        San Isidro       Licensed   \n",
      "..         ...           ...               ...            ...   \n",
      "248  Starbucks  47289-254786           Estrada       Licensed   \n",
      "249  Starbucks  16161-168806            Canada       Licensed   \n",
      "250  Starbucks  22131-168807   Dinosaurio Mall       Licensed   \n",
      "251  Starbucks  16290-163049       Nuevocentro       Licensed   \n",
      "252  Starbucks  16302-163050  Cordoba Shopping       Licensed   \n",
      "\n",
      "                        Street Address          City State/Province Country  \\\n",
      "145           Avenida Gral. Guemes 897    Avellaneda              B      AR   \n",
      "146                      Yrigiyen 2647      Boulogne              B      AR   \n",
      "147               Nicaragua 6045, CABA  Buenos Aires              B      AR   \n",
      "148     Cruce Ruta 8 y 202, San Miguel  Buenos Aires              B      AR   \n",
      "149           Belgrano, 263 San Isidro  Buenos Aires              B      AR   \n",
      "..                                 ...           ...            ...     ...   \n",
      "248              Estrada 159 , Cordoba       Cordoba              X      AR   \n",
      "249                      Av. Colon 608       Cordoba              X      AR   \n",
      "250  Av. Fuerza Aerea Argentina 1700 B       Cordoba              X      AR   \n",
      "251                 Duarte Quiroz 1400       Cordoba              X      AR   \n",
      "252              Jose de Goyechea 2851       Cordoba              X      AR   \n",
      "\n",
      "    Postcode Phone Number                        Timezone  Longitude  Latitude  \n",
      "145    B1870    4204-3785  GMT-03:00 America/Argentina/Bu     -58.37    -34.68  \n",
      "146     1609          NaN  GMT-03:00 America/Argentina/Bu     -57.87    -34.88  \n",
      "147      NaN          NaN  GMT-03:00 America/Argentina/Bu     -58.44    -34.58  \n",
      "148    C1663          NaN  GMT-03:00 America/Argentina/Bu     -58.70    -34.53  \n",
      "149    B1642          NaN  GMT-03:00 America/Argentina/Bu     -58.51    -34.47  \n",
      "..       ...          ...                             ...        ...       ...  \n",
      "248     5000          NaN  GMT-03:00 America/Argentina/Bu     -64.20    -31.44  \n",
      "249     5000          NaN  GMT-03:00 America/Argentina/Bu     -64.19    -31.41  \n",
      "250    C5000          NaN  GMT-03:00 America/Argentina/Bu     -64.24    -31.36  \n",
      "251     5000          NaN  GMT-03:00 America/Argentina/Bu     -64.20    -31.41  \n",
      "252     5000          NaN  GMT-03:00 America/Argentina/Bu     -64.20    -31.44  \n",
      "\n",
      "[108 rows x 13 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "AT \n",
      " <class 'str'>\n",
      "--------------------\n",
      "         Brand  Store Number                         Store Name  \\\n",
      "253  Starbucks  21998-216824                                SCS   \n",
      "254  Starbucks  19939-196684                           Europark   \n",
      "255  Starbucks  21799-140452                     Hagenauerplatz   \n",
      "256  Starbucks  19767-199325                            Forum 1   \n",
      "257  Starbucks  25921-242984  Vienna Airport - landside (Kiosk)   \n",
      "258  Starbucks   40206-77760                        Neubaugasse   \n",
      "259  Starbucks   40202-69420                    Millennium City   \n",
      "260  Starbucks  23739-161864                  Hauptbahnhof Wien   \n",
      "261  Starbucks  15134-158024                     Braunerstrasse   \n",
      "262  Starbucks   40213-99693                     Michaelerplatz   \n",
      "263  Starbucks   40212-96779        AKH Allgemeines Krankenhaus   \n",
      "264  Starbucks   40204-76700                Mariahilfer Strasse   \n",
      "265  Starbucks  31077-103980                   Rotenturmstrasse   \n",
      "266  Starbucks  32495-133884                   Invalidenstrasse   \n",
      "267  Starbucks  13074-150484                       Donauzentrum   \n",
      "268  Starbucks  19247-200084                        Westbahnhof   \n",
      "269  Starbucks  17786-183845                      Schottengasse   \n",
      "270  Starbucks  32492-120288                  Karlsplatzpassage   \n",
      "\n",
      "    Ownership Type                  Street Address       City State/Province  \\\n",
      "253  Company Owned                     SCS-Strasse  Vosendorf              3   \n",
      "254  Company Owned                 Europastrasse 1   Salzburg              5   \n",
      "255  Company Owned                Hagenauerplatz 1   Salzburg              5   \n",
      "256  Company Owned             Sudtiroler Platz 13   Salzburg              5   \n",
      "257       Licensed                  Wien-Flughafen  Schwechat              9   \n",
      "258  Company Owned                   Neubaugasse 4       Wien              9   \n",
      "259  Company Owned                Handelskai 94-96       Wien              9   \n",
      "260  Company Owned  Bahnhof City Wien Hauptbahnhof       Wien              9   \n",
      "261  Company Owned                Braunerstrasse 2       Wien              9   \n",
      "262  Company Owned                Reitschulgasse 4       Wien              9   \n",
      "263  Company Owned        Waehringer Guertel 18-20       Wien              9   \n",
      "264  Company Owned       Mariahilfer Strasse 23-25       Wien              9   \n",
      "265  Company Owned             Rotenturmstrasse 22       Wien              9   \n",
      "266  Company Owned             Invalidenstrasse 11       Wien              9   \n",
      "267  Company Owned             Wagramer Strasse 81       Wien              9   \n",
      "268  Company Owned          Bahnhof City Wien West       Wien              9   \n",
      "269  Company Owned                 Schottengasse 9       Wien              9   \n",
      "270  Company Owned         Karlsplatz Hauptpassage       Wien              9   \n",
      "\n",
      "    Country Postcode     Phone Number                Timezone  Longitude  \\\n",
      "253      AT     2334      13366332531  GMT+1:00 Europe/Vienna      16.32   \n",
      "254      AT     5020      13366332526  GMT+1:00 Europe/Vienna      13.01   \n",
      "255      AT     5020      13366332528  GMT+1:00 Europe/Vienna      13.04   \n",
      "256      AT     5020      13366332529  GMT+1:00 Europe/Vienna      13.05   \n",
      "257      AT   A-1300              NaN  GMT+1:00 Europe/Vienna      16.56   \n",
      "258      AT     1070  43 1 3366332507  GMT+1:00 Europe/Vienna      16.35   \n",
      "259      AT     1200  43 1 3366332502  GMT+1:00 Europe/Vienna      16.39   \n",
      "260      AT     1010    4313366332530  GMT+1:00 Europe/Vienna      16.38   \n",
      "261      AT     1010   431336633 2524  GMT+1:00 Europe/Vienna      16.37   \n",
      "262      AT     1010  43 1 3366332514  GMT+1:00 Europe/Vienna      16.37   \n",
      "263      AT     1090  43 1 3366332512  GMT+1:00 Europe/Vienna      16.35   \n",
      "264      AT     1060  43 1 3366332505  GMT+1:00 Europe/Vienna      16.36   \n",
      "265      AT     1010  43 1 3366332515  GMT+1:00 Europe/Vienna      16.38   \n",
      "266      AT     1030  43 1 3366332521  GMT+1:00 Europe/Vienna      16.39   \n",
      "267      AT     1220      13366332523  GMT+1:00 Europe/Vienna      16.43   \n",
      "268      AT     1150    4313366332527  GMT+1:00 Europe/Vienna      16.34   \n",
      "269      AT     1010    4313366332525  GMT+1:00 Europe/Vienna      16.36   \n",
      "270      AT     1010    4313366332520  GMT+1:00 Europe/Vienna      16.37   \n",
      "\n",
      "     Latitude  \n",
      "253     48.11  \n",
      "254     47.82  \n",
      "255     47.80  \n",
      "256     47.81  \n",
      "257     48.13  \n",
      "258     48.20  \n",
      "259     48.24  \n",
      "260     48.18  \n",
      "261     48.21  \n",
      "262     48.21  \n",
      "263     48.22  \n",
      "264     48.20  \n",
      "265     48.21  \n",
      "266     48.21  \n",
      "267     48.24  \n",
      "268     48.20  \n",
      "269     48.21  \n",
      "270     48.20   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "AU \n",
      " <class 'str'>\n",
      "--------------------\n",
      "         Brand  Store Number                      Store Name Ownership Type  \\\n",
      "271  Starbucks  49778-271255                           Manly       Licensed   \n",
      "272  Starbucks  25291-240407                    Mount Druitt       Licensed   \n",
      "273  Starbucks  48100-261428            Westfield Parramatta       Licensed   \n",
      "274  Starbucks  25277-240391                       Haymarket       Licensed   \n",
      "275  Starbucks  25290-240408         Queen Victoria Building       Licensed   \n",
      "276  Starbucks  25296-240405                   Wynyard Green       Licensed   \n",
      "277  Starbucks  25276-240390                       Hyde park       Licensed   \n",
      "278  Starbucks  25279-240396               525 George Street       Licensed   \n",
      "279  Starbucks  25299-240395     Westmead Childrens Hospital       Licensed   \n",
      "280  Starbucks  25282-240406                    Queens Plaza       Licensed   \n",
      "281  Starbucks  25278-240393                     Myer Centre       Licensed   \n",
      "282  Starbucks  25288-240410                      Broadbeach       Licensed   \n",
      "283  Starbucks  25287-240411             Westfield Chermside       Licensed   \n",
      "284  Starbucks  25292-240421                   Cavill Avenue       Licensed   \n",
      "285  Starbucks  25285-240413             Chevron Renaissance       Licensed   \n",
      "286  Starbucks  24303-236999  Garden City - Upper Mt Gravatt       Licensed   \n",
      "287  Starbucks  25295-240418     Princess Alexandra Hospital       Licensed   \n",
      "288  Starbucks  25294-240419               235 Bourke Street       Licensed   \n",
      "289  Starbucks  25293-240420              2 Elizabeth Street       Licensed   \n",
      "290  Starbucks  25286-240412              DFO Spencer Street       Licensed   \n",
      "291  Starbucks  25283-240416                 Swanston Street       Licensed   \n",
      "292  Starbucks  49790-270953            Galleria - Melbourne       Licensed   \n",
      "\n",
      "                                        Street Address              City  \\\n",
      "271                                  110-112 The Corso             Manly   \n",
      "272                                    Carlisle Avenue         Mt Druitt   \n",
      "273  Shop 2174, Level 2, Westfield Parramatta, 159-...        Parramatta   \n",
      "274         730-742 George Street, Shop G1, L1 16 & 17            Sydney   \n",
      "275  455 George Street, Tenancy 69, Lower Ground Floor            Sydney   \n",
      "276                              11-17 York St, Shop 1            Sydney   \n",
      "277                               201 Elizabeth Street            Sydney   \n",
      "278                          525 George Street, Shop 2            Sydney   \n",
      "279             Hawkesbury Rd & Hainsworth St, Level 2          Westmead   \n",
      "280                        226 Queen Street, Shop GL42          Brisbane   \n",
      "281                  91 Queen Street, Shop 12, Level A          Brisbane   \n",
      "282                           Surf Parade, Tenancy 109        Broadbeach   \n",
      "283                        Cnr Gympie Rd & Hamilton Rd         Chermside   \n",
      "284  Shops 303 & 304, Centro Surfers Paradise, Cavi...        Gold Coast   \n",
      "285                   Gold Coast Highway, Shop 26 & 27  Surfers Paradise   \n",
      "286                Westfield Garden City, Kessels Road  Upper Mt Gravatt   \n",
      "287                                         Ipswich Rd      Wooloongabba   \n",
      "288                  235-251 Bourke St, Shops 5,6 & 10         Melbourne   \n",
      "289                         2 Elizabeth Street, Shop 8         Melbourne   \n",
      "290               93-161 Spencer Street, 201, 202, 203         Melbourne   \n",
      "291                                 295 Swanson Street         Melbourne   \n",
      "292                                      385 Bourke St         Melbourne   \n",
      "\n",
      "    State/Province Country Postcode Phone Number  \\\n",
      "271            NSW      AU     2095          NaN   \n",
      "272            NSW      AU     2770          NaN   \n",
      "273            NSW      AU     2150          NaN   \n",
      "274            NSW      AU     2000          NaN   \n",
      "275            NSW      AU     2000          NaN   \n",
      "276            NSW      AU     2000          NaN   \n",
      "277            NSW      AU     2000          NaN   \n",
      "278            NSW      AU     2000          NaN   \n",
      "279            NSW      AU     2124          NaN   \n",
      "280            QLD      AU     4000          NaN   \n",
      "281            QLD      AU     4000          NaN   \n",
      "282            QLD      AU     4218          NaN   \n",
      "283            QLD      AU     4032          NaN   \n",
      "284            QLD      AU     4217          NaN   \n",
      "285            QLD      AU     4218          NaN   \n",
      "286            QLD      AU     4122          NaN   \n",
      "287            QLD      AU     4102          NaN   \n",
      "288            VIC      AU     3000          NaN   \n",
      "289            VIC      AU     3000          NaN   \n",
      "290            VIC      AU     3000          NaN   \n",
      "291            VIC      AU     3000          NaN   \n",
      "292            VIC      AU     3000          NaN   \n",
      "\n",
      "                          Timezone  Longitude  Latitude  \n",
      "271     GMT+10:00 Australia/Sydney     151.29    -33.80  \n",
      "272     GMT+10:00 Australia/Sydney     150.82    -33.77  \n",
      "273     GMT+10:00 Australia/Sydney     151.00    -33.82  \n",
      "274     GMT+10:00 Australia/Sydney     151.21    -33.88  \n",
      "275     GMT+10:00 Australia/Sydney     151.21    -33.87  \n",
      "276     GMT+10:00 Australia/Sydney     151.21    -33.87  \n",
      "277     GMT+10:00 Australia/Sydney     151.21    -33.87  \n",
      "278     GMT+10:00 Australia/Sydney     151.21    -33.88  \n",
      "279     GMT+10:00 Australia/Sydney     150.99    -33.80  \n",
      "280   GMT+10:00 Australia/Brisbane     153.03    -27.47  \n",
      "281   GMT+10:00 Australia/Brisbane     153.02    -27.47  \n",
      "282   GMT+10:00 Australia/Brisbane     153.43    -28.03  \n",
      "283   GMT+10:00 Australia/Brisbane     153.03    -27.39  \n",
      "284   GMT+10:00 Australia/Brisbane     153.43    -28.01  \n",
      "285   GMT+10:00 Australia/Brisbane     153.43    -28.02  \n",
      "286   GMT+10:00 Australia/Brisbane     153.09    -27.54  \n",
      "287   GMT+10:00 Australia/Brisbane     153.03    -27.50  \n",
      "288  GMT+10:00 Australia/Melbourne     144.97    -37.81  \n",
      "289  GMT+10:00 Australia/Melbourne     144.97    -37.82  \n",
      "290  GMT+10:00 Australia/Melbourne     144.95    -37.82  \n",
      "291  GMT+10:00 Australia/Melbourne     144.97    -37.81  \n",
      "292  GMT+10:00 Australia/Melbourne     144.96    -37.81   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "AW \n",
      " <class 'str'>\n",
      "--------------------\n",
      "         Brand  Store Number                       Store Name Ownership Type  \\\n",
      "293  Starbucks  15476-160864                   Paseo Herencia       Licensed   \n",
      "294  Starbucks   3635-146029  Renaissance Seaport Marketplace       Licensed   \n",
      "295  Starbucks   3634-146030         Renaissance Mall - Aruba       Licensed   \n",
      "\n",
      "               Street Address        City State/Province Country Postcode  \\\n",
      "293  J.E. Irausquin Blvd 382A       Noord             AW      AW      NaN   \n",
      "294         L.G.Smith Blvd. 9  Oranjestad             AW      AW      NaN   \n",
      "295   L.G. Smith Boulevard 82  Oranjestad             AW      AW      NaN   \n",
      "\n",
      "      Phone Number                      Timezone  Longitude  Latitude  \n",
      "293  (297)523-6753  GMT-04:00 America/Oranjestad     -70.04     12.57  \n",
      "294  (297)523-6751  GMT-04:00 America/Oranjestad     -70.04     12.52  \n",
      "295  (297)523-6750  GMT-04:00 America/Oranjestad     -70.04     12.52   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "AZ \n",
      " <class 'str'>\n",
      "--------------------\n",
      "         Brand  Store Number    Store Name Ownership Type  \\\n",
      "296  Starbucks  28752-250830       Mall 28       Licensed   \n",
      "297  Starbucks  25822-240094     Port Baku       Licensed   \n",
      "298  Starbucks  28135-250266  Ganjlik Mall       Licensed   \n",
      "299  Starbucks  29399-253484       TARGOVI       Licensed   \n",
      "\n",
      "                                        Street Address       City  \\\n",
      "296                        45 Azadlig Avenue, No K3.08       Baku   \n",
      "297                     153 Neftciler Avenue, Az, 1010       Baku   \n",
      "298     Fatali Khoyski Avenue, Ganjlik Shopping Center  Narimonov   \n",
      "299  8 Mammad Amin Rasulzade, Rasulzade Street Seba...       Baku   \n",
      "\n",
      "    State/Province Country Postcode  Phone Number            Timezone  \\\n",
      "296             BA      AZ      NaN  994124048362  GMT+4:00 Asia/Baku   \n",
      "297             BA      AZ        0  994124048872  GMT+4:00 Asia/Baku   \n",
      "298             BA      AZ        0  994124048498  GMT+4:00 Asia/Baku   \n",
      "299            SAB      AZ        0  994124048109  GMT+4:00 Asia/Baku   \n",
      "\n",
      "     Longitude  Latitude  \n",
      "296      49.85     40.38  \n",
      "297      49.86     40.38  \n",
      "298      49.85     40.40  \n",
      "299      48.90     39.95   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "BE \n",
      " <class 'str'>\n",
      "--------------------\n",
      "         Brand  Store Number                        Store Name Ownership Type  \\\n",
      "300  Starbucks  48462-260556    Brussels Schuman Metro Station       Licensed   \n",
      "301  Starbucks  26401-240667     Brussels Louise Metro Station       Licensed   \n",
      "302  Starbucks  26399-240668       Brussels - Gare du Midi (M)       Licensed   \n",
      "303  Starbucks  48459-260557            Brussels Metro Station       Licensed   \n",
      "304  Starbucks  18497-185504               Antwerp Groenplaats       Licensed   \n",
      "305  Starbucks  20374-205052               Brussel Grand Place       Licensed   \n",
      "306  Starbucks  18478-186824             Rogier Subway Station       Licensed   \n",
      "307  Starbucks   6104-148664  Antwerp Centraal Railway Station       Licensed   \n",
      "308  Starbucks  17990-180284            Bruges Railway Station       Licensed   \n",
      "309  Starbucks  15272-158067                     Brussels (CS)       Licensed   \n",
      "310  Starbucks  17299-177127         Gent Sint Pieters Station       Licensed   \n",
      "311  Starbucks  15759-164604                   Gent Korenmarkt       Licensed   \n",
      "312  Starbucks  20894-198024            Leuven Railway Station       Licensed   \n",
      "313  Starbucks  17489-177128            Brussels North Station       Licensed   \n",
      "314  Starbucks  32639-137287     Brussels Airport Depart. Hall       Licensed   \n",
      "315  Starbucks   1338-245953      Brussels Airport Concourse A       Licensed   \n",
      "316  Starbucks   6030-137290      Brussels Airport Concourse B       Licensed   \n",
      "317  Starbucks  28830-248724          Liege Guillemins Station       Licensed   \n",
      "318  Starbucks  19372-201645                     Gare de Namur       Licensed   \n",
      "\n",
      "                                        Street Address        City  \\\n",
      "300           Rue de la Loi, Rond-point Robert Schuman    Brussels   \n",
      "301                                    Guldenvlieslaan    Brussels   \n",
      "302                       Frankrijkstraat & Fonsnylaan    Brussels   \n",
      "303                    Montgomery, Woluwe-Saint-Pierre    Brussels   \n",
      "304                                     Groenplaats 13     Antwerp   \n",
      "305         Grand Place de Bruxelles 4, Couloir City 2    Brussels   \n",
      "306  Boulevard du Jardin Botanique, Antwerp Centraa...    Brussels   \n",
      "307                            Koningin Astridplein 27     Antwerp   \n",
      "308                 Stationsplein 5, Brussels Centraal     Brugges   \n",
      "309                                    Eurpoakruispunt    Brussels   \n",
      "310                     Koningin Maria Hendrikaplein 1        Gent   \n",
      "311                                       Korenmarkt 4        Gent   \n",
      "312                                 Martelarenplein 16      Leuven   \n",
      "313       Vooruitgangstraat 76, Brussels Airport - BRU  Schaerbeek   \n",
      "314             Departure Hall, Brussels Airport - BRU    Zaventem   \n",
      "315                Concourse A, Brussels Airport - BRU    Zaventem   \n",
      "316                                        Concourse B    Zaventem   \n",
      "317                              2 Place de Guillemins       Liege   \n",
      "318                                Place de la Station       Namur   \n",
      "\n",
      "    State/Province Country Postcode     Phone Number  \\\n",
      "300             BE      BE     1000              NaN   \n",
      "301             BE      BE     1000              NaN   \n",
      "302             BE      BE     1060              NaN   \n",
      "303             BE      BE     1150              NaN   \n",
      "304            VAN      BE     2000              NaN   \n",
      "305            VBR      BE     1000              NaN   \n",
      "306            VBR      BE     1000              NaN   \n",
      "307            VLG      BE     2018              NaN   \n",
      "308            VLG      BE     8000              NaN   \n",
      "309            VLG      BE     1000              NaN   \n",
      "310            VLG      BE     9000              NaN   \n",
      "311            VLG      BE     9000              NaN   \n",
      "312            VLG      BE     3000              NaN   \n",
      "313            VLG      BE     1030              NaN   \n",
      "314            VLG      BE   B-1930  +32 2 719 77 00   \n",
      "315            VLG      BE   B-1930              NaN   \n",
      "316            VLG      BE   B-1930              NaN   \n",
      "317            WAL      BE     4000              NaN   \n",
      "318            WAL      BE     5000              NaN   \n",
      "\n",
      "                     Timezone  Longitude  Latitude  \n",
      "300  GMT+1:00 Europe/Brussels       4.38     50.84  \n",
      "301  GMT+1:00 Europe/Brussels       4.35     50.83  \n",
      "302  GMT+1:00 Europe/Brussels       4.33     50.83  \n",
      "303  GMT+1:00 Europe/Brussels       4.41     50.84  \n",
      "304  GMT+1:00 Europe/Brussels       4.40     51.22  \n",
      "305  GMT+1:00 Europe/Brussels       4.36     50.84  \n",
      "306  GMT+1:00 Europe/Brussels       4.36     50.85  \n",
      "307  GMT+1:00 Europe/Brussels       4.42     51.22  \n",
      "308  GMT+1:00 Europe/Brussels       3.19     51.27  \n",
      "309  GMT+1:00 Europe/Brussels       4.36     50.85  \n",
      "310  GMT+1:00 Europe/Brussels       3.72     51.04  \n",
      "311  GMT+1:00 Europe/Brussels       3.72     51.05  \n",
      "312  GMT+1:00 Europe/Brussels       4.71     50.88  \n",
      "313  GMT+1:00 Europe/Brussels       4.36     50.86  \n",
      "314  GMT+1:00 Europe/Brussels       4.49     50.90  \n",
      "315  GMT+1:00 Europe/Brussels       4.48     50.87  \n",
      "316  GMT+1:00 Europe/Brussels       4.48     50.90  \n",
      "317  GMT+1:00 Europe/Brussels       5.57     50.63  \n",
      "318  GMT+1:00 Europe/Brussels       4.86     50.47   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "BG \n",
      " <class 'str'>\n",
      "--------------------\n",
      "         Brand  Store Number         Store Name Ownership Type  \\\n",
      "319  Starbucks   1460-137881  Burgas Plaza Mall       Licensed   \n",
      "320  Starbucks   1459-137880        Hermes Park       Licensed   \n",
      "321  Starbucks  22556-222345      Paradise Mall       Licensed   \n",
      "322  Starbucks   1603-141846        Sofia Gurko       Licensed   \n",
      "323  Starbucks   1370-137876  Nansen and Levski       Licensed   \n",
      "\n",
      "                              Street Address    City State/Province Country  \\\n",
      "319  Stefan Stambolov Blvd & Transportna Str  Burgas              2      BG   \n",
      "320                        Tsarigradsko Blvd   Sofia             23      BG   \n",
      "321                     100 Cherni Vrah Blvd   Sofia             23      BG   \n",
      "322        Vas Lefski Bulvd and Gurko street   Sofia             23      BG   \n",
      "323           V Lefski Blvd & Frityof Nansen   Sofia             23      BG   \n",
      "\n",
      "    Postcode Phone Number               Timezone  Longitude  Latitude  \n",
      "319      NaN          NaN  GMT+2:00 Europe/Sofia      25.62     42.42  \n",
      "320      NaN          NaN  GMT+2:00 Europe/Sofia      23.43     42.64  \n",
      "321  BG 1407          NaN  GMT+2:00 Europe/Sofia      23.32     42.66  \n",
      "322      NaN          NaN  GMT+2:00 Europe/Sofia      23.32     42.70  \n",
      "323      NaN          NaN  GMT+2:00 Europe/Sofia      23.32     42.69   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "BH \n",
      " <class 'str'>\n",
      "--------------------\n",
      "         Brand  Store Number                 Store Name Ownership Type  \\\n",
      "324  Starbucks  47088-256773              The Courtyard       Licensed   \n",
      "325  Starbucks  21603-213405                  Saar Mall       Licensed   \n",
      "326  Starbucks  17255-179926           Enma Mall, Riffa       Licensed   \n",
      "327  Starbucks  17189-179925             Cypress Garden       Licensed   \n",
      "328  Starbucks  15439-161444             Nakheel Centre       Licensed   \n",
      "329  Starbucks  47377-258065                 El Mercado       Licensed   \n",
      "330  Starbucks  26955-246149    Oasis Centre East Riffa       Licensed   \n",
      "331  Starbucks  21148-209545           Marriott Juffair       Licensed   \n",
      "332  Starbucks   34324-95973               ستراند بلازا       Licensed   \n",
      "333  Starbucks   34234-33223               مجمع البحرين       Licensed   \n",
      "334  Starbucks   34286-79020                      باديز       Licensed   \n",
      "335  Starbucks   1349-112145      حديقة مركز الدبلوماسي       Licensed   \n",
      "336  Starbucks  32717-122090         البحرين, سيتي سنتر       Licensed   \n",
      "337  Starbucks   34218-27369                 مجمع السيف       Licensed   \n",
      "338  Starbucks   34345-98401               مركز المنامة       Licensed   \n",
      "339  Starbucks  32716-134986  بحرين, سيتي سنتر, دبنهامز       Licensed   \n",
      "340  Starbucks  18359-188905                   The Walk       Licensed   \n",
      "341  Starbucks   34302-86720                سند (يم يم)       Licensed   \n",
      "342  Starbucks  23604-225764              Muharraq Mall       Licensed   \n",
      "343  Starbucks   1582-122086       Lagoons Amwaj Island       Licensed   \n",
      "344  Starbucks   3639-145205      مطار البحرين بوابة 16       Licensed   \n",
      "\n",
      "                                        Street Address      City  \\\n",
      "324                      The Courtyard , Seef District   Bahrain   \n",
      "325                                          Saar Mall    Manama   \n",
      "326                   Umm Al Naasan Avenue, East Riffa    Manama   \n",
      "327   Road - 85, Block - 509, Building - 1779, Shop #4    Manama   \n",
      "328  Saar Area infront St Christopher School, Shop ...    Manama   \n",
      "329                       Saar Avenue, Budaiya Highway    Manama   \n",
      "330  Oasis Centre East Riffa, Mahzorah Ave, East Ri...    Manama   \n",
      "331        Awal Avenue, Juffair, ستراند بلازا مبنى 340    Manama   \n",
      "332  الجفير, نادي المنامة ,طريق 4021, وحدات 493 و49...   البحرين   \n",
      "333  مجمع البحرين, ق:410, طريق: 28, مبنى 184, محل ر...   البحرين   \n",
      "334  المنامة\\ بو عاشيرة بالقرب من الجزيرة سوبر مارك...    الزينج   \n",
      "335  المنطقة الدبلوماسية, ق: 317, طريق: 1704, بجانب...   المنامة   \n",
      "336  الجانب الغربي , الدور الغربي, منطقة السيف, مجم...   المنامة   \n",
      "337  البحرين, منطقة السيف,  ستاربكس مجمع السيف. ص.ب...   المنامة   \n",
      "338  المنامة , مركز المنامة الحكومي,طريق : 383 ، بل...   المنامة   \n",
      "339          الدور الأرضي (بداخل دبنهامز), منطقة السيف   المنامة   \n",
      "340   Mutarid Avenue, Central Governorate, مبنى يم يم3  Al Riffa   \n",
      "341  سند, ق: 745, طريق:4566, مبنى:2206 محل رقم. 23,...       سند   \n",
      "342                 Khalifa Highway, Muharraq district    Manama   \n",
      "343  Northern Al Muharraq Island, Building 257 - la...  Muharraq   \n",
      "344            ق: 224, طريق 2404, مبنى ,212,, بوابة 16   المنامة   \n",
      "\n",
      "    State/Province Country Postcode Phone Number                 Timezone  \\\n",
      "324             13      BH      NaN          NaN  GMT+000000 Asia/Bahrain   \n",
      "325             13      BH      NaN          NaN  GMT+000000 Asia/Bahrain   \n",
      "326             13      BH      NaN          NaN  GMT+000000 Asia/Bahrain   \n",
      "327             13      BH      NaN     17691638  GMT+000000 Asia/Bahrain   \n",
      "328             13      BH      NaN     17590265  GMT+000000 Asia/Bahrain   \n",
      "329             13      BH      NaN          NaN  GMT+000000 Asia/Bahrain   \n",
      "330             13      BH      NaN          NaN  GMT+000000 Asia/Bahrain   \n",
      "331             13      BH      NaN          NaN  GMT+000000 Asia/Bahrain   \n",
      "332             13      BH      NaN     17723428  GMT+000000 Asia/Bahrain   \n",
      "333             13      BH      NaN     17556050  GMT+000000 Asia/Bahrain   \n",
      "334             13      BH      NaN     17721641  GMT+000000 Asia/Bahrain   \n",
      "335             13      BH      NaN     17531728  GMT+000000 Asia/Bahrain   \n",
      "336             13      BH      199     17179578  GMT+000000 Asia/Bahrain   \n",
      "337             13      BH      NaN     17583033  GMT+000000 Asia/Bahrain   \n",
      "338             13      BH      NaN     17214404  GMT+000000 Asia/Bahrain   \n",
      "339             13      BH      199     17179847  GMT+000000 Asia/Bahrain   \n",
      "340             14      BH      NaN          NaN  GMT+000000 Asia/Bahrain   \n",
      "341             14      BH      NaN     17624154  GMT+000000 Asia/Bahrain   \n",
      "342             15      BH      NaN          NaN  GMT+000000 Asia/Bahrain   \n",
      "343             15      BH      NaN     16010233  GMT+000000 Asia/Bahrain   \n",
      "344             15      BH      NaN     17339537  GMT+000000 Asia/Bahrain   \n",
      "\n",
      "     Longitude  Latitude  \n",
      "324      50.52     26.21  \n",
      "325      50.59     26.23  \n",
      "326      50.60     26.20  \n",
      "327      50.58     26.22  \n",
      "328      50.57     26.21  \n",
      "329      50.55     26.22  \n",
      "330      50.59     26.23  \n",
      "331      50.60     26.22  \n",
      "332      50.61     26.21  \n",
      "333      50.54     26.23  \n",
      "334      50.58     26.21  \n",
      "335      50.59     26.24  \n",
      "336      50.55     26.23  \n",
      "337      50.54     26.23  \n",
      "338      50.58     26.24  \n",
      "339      50.55     26.23  \n",
      "340      50.58     26.22  \n",
      "341      50.58     26.14  \n",
      "342      50.57     26.23  \n",
      "343      50.61     26.25  \n",
      "344      50.63     26.27   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "BN \n",
      " <class 'str'>\n",
      "--------------------\n",
      "         Brand  Store Number             Store Name Ownership Type  \\\n",
      "345  Starbucks  26078-242484           KUALA BELAIT       Licensed   \n",
      "346  Starbucks  22537-220404  Mabohai Shopping Mall       Licensed   \n",
      "347  Starbucks  22537-221644  Mabohai Shopping Mall       Licensed   \n",
      "348  Starbucks  24922-223884      Beribi Drive-Thru       Licensed   \n",
      "349  Starbucks  25025-239325           Jalan Tutong       Licensed   \n",
      "\n",
      "                                        Street Address                   City  \\\n",
      "345  LOT 5354, KG. PANDAN KUALA BELAIT, BRUNEI DARU...                 Brunei   \n",
      "346                              Jalan Kebangsaan Lama    Bandar Seri Begawan   \n",
      "347                              Jalan Kebangsaan Lama    Bandar Seri Begawan   \n",
      "348            No.29976, Kampung Beribi, Muking Gadong  Brunei Muara District   \n",
      "349  Unit No. 1 & 2, Block A, EDR No. BD 5027, No. ...          Mukim Kilanas   \n",
      "\n",
      "    State/Province Country Postcode Phone Number                     Timezone  \\\n",
      "345             BE      BN      NaN          NaN  GMT+08:00 Asia/Kuala_Lumpur   \n",
      "346             BM      BN   BA1111          NaN  GMT+08:00 Asia/Kuala_Lumpur   \n",
      "347             BM      BN   BA1111          NaN  GMT+08:00 Asia/Kuala_Lumpur   \n",
      "348             BM      BN  BE 1118          NaN  GMT+08:00 Asia/Kuala_Lumpur   \n",
      "349             TU      BN    58662          NaN  GMT+08:00 Asia/Kuala_Lumpur   \n",
      "\n",
      "     Longitude  Latitude  \n",
      "345     114.40      4.30  \n",
      "346     114.94      4.91  \n",
      "347     114.94      4.91  \n",
      "348     115.00      5.00  \n",
      "349     114.73      4.77   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "BO \n",
      " <class 'str'>\n",
      "--------------------\n",
      "         Brand  Store Number             Store Name Ownership Type  \\\n",
      "350  Starbucks  24171-224044  La Salle - Santa Cruz       Licensed   \n",
      "351  Starbucks  27289-247144                Velarde       Licensed   \n",
      "352  Starbucks  26388-239190             Las Brisas       Licensed   \n",
      "353  Starbucks  24172-224045           Ventura Mall       Licensed   \n",
      "\n",
      "                                      Street Address        City  \\\n",
      "350                Av. La Salle cruce con 2do Anillo  Santa Cruz   \n",
      "351                    Av. Velarde con Juan De Garay  Santa Cruz   \n",
      "352                   Av. Cristo Redentor y 4 anillo  Santa Cruz   \n",
      "353  Av. Cuarto anillo Esq. San Martín, Ventura Mall  Santa Cruz   \n",
      "\n",
      "    State/Province Country Postcode Phone Number                   Timezone  \\\n",
      "350              S      BO      NaN          NaN  GMT+000000 America/La_Paz   \n",
      "351              S      BO      NaN          NaN  GMT+000000 America/La_Paz   \n",
      "352              S      BO        1          NaN  GMT+000000 America/La_Paz   \n",
      "353              S      BO      NaN          NaN  GMT+000000 America/La_Paz   \n",
      "\n",
      "     Longitude  Latitude  \n",
      "350     -63.19    -17.75  \n",
      "351     -63.18    -17.80  \n",
      "352     -63.18    -17.75  \n",
      "353     -63.20    -17.75   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "BR \n",
      " <class 'str'>\n",
      "--------------------\n",
      "         Brand  Store Number                           Store Name  \\\n",
      "354  Starbucks  16178-168205                    Rua Moreira César   \n",
      "355  Starbucks  15158-240092                   Plaza Niteroi Relo   \n",
      "356  Starbucks  24246-236684                      Plaza Niteroi 2   \n",
      "357  Starbucks  16680-172329                    Shopping da Gavea   \n",
      "358  Starbucks  25120-238328            Aeroporto Galeao Mezanino   \n",
      "..         ...           ...                                  ...   \n",
      "451  Starbucks  17023-178613                 Mooca Plaza Shopping   \n",
      "452  Starbucks  16703-159666  Universidade Anhembi - Vila Olimpia   \n",
      "453  Starbucks  15079-107036             Morumbi Shopping Saraiva   \n",
      "454  Starbucks  18060-187907                    Bandeira Paulista   \n",
      "455  Starbucks  20363-203440                    Iguatemi Sorocaba   \n",
      "\n",
      "    Ownership Type                                     Street Address  \\\n",
      "354  Company Owned            Rua Coronel Moreira Cesar, 35, Loja 102   \n",
      "355  Company Owned             Rua XV de Novembro, 8, 3o piso, Centro   \n",
      "356  Company Owned  Rua XV de Novembro, 8 - Piso Terreo, L16, Shop...   \n",
      "357  Company Owned     Rua Marques de Sao Vicente, 52, 1o piso, Gavea   \n",
      "358  Company Owned  Av. Vinte de Janeiro, s/n - Mezanino, Ilha do ...   \n",
      "..             ...                                                ...   \n",
      "451  Company Owned  Rua Capitao Pacheco e Chaves, 313, Loja 2064, ...   \n",
      "452  Company Owned  Rua Casa do Ator, 275, Loja 01, Vila Gertrudes...   \n",
      "453  Company Owned  Av. Roque Petroni Jr, 1.089 loja 63 C-D, Morum...   \n",
      "454  Company Owned  Rua Jesuino Arruda, 626, Itaim Bibi, Iguatemi ...   \n",
      "455  Company Owned  Av. Profa. Izoraida Marques Peres, 401, Piso S...   \n",
      "\n",
      "               City State/Province Country   Postcode     Phone Number  \\\n",
      "354         Niteroi             RJ      BR  24230-050   (21) 2621-5440   \n",
      "355         Niteroi             RJ      BR  06454-000   (21) 3629-2116   \n",
      "356         Niteroi             RJ      BR        NaN              NaN   \n",
      "357  Rio de Janeiro             RJ      BR  22451-060   (21) 2422-3744   \n",
      "358  Rio de Janeiro             RJ      BR  21941-570              NaN   \n",
      "..              ...            ...     ...        ...              ...   \n",
      "451       Sao Paulo             SP      BR  03126-000   (11) 2061-8394   \n",
      "452       Sao Paulo             SP      BR  04546-001        5093-8073   \n",
      "453       Sao Paulo             SP      BR  04707-970  55 11 5181-2059   \n",
      "454       Sao Paulo             SP      BR  04532-081              NaN   \n",
      "455        Sorocaba             SP      BR  18048-110              NaN   \n",
      "\n",
      "                        Timezone  Longitude  Latitude  \n",
      "354  GMT-03:00 America/Sao_Paulo     -43.11    -22.90  \n",
      "355  GMT-03:00 America/Sao_Paulo     -43.12    -22.90  \n",
      "356  GMT-03:00 America/Sao_Paulo     -43.12    -22.90  \n",
      "357  GMT-03:00 America/Sao_Paulo     -43.23    -22.98  \n",
      "358  GMT-03:00 America/Sao_Paulo     -43.25    -22.81  \n",
      "..                           ...        ...       ...  \n",
      "451  GMT-03:00 America/Sao_Paulo     -46.59    -23.58  \n",
      "452  GMT-03:00 America/Sao_Paulo     -46.68    -23.60  \n",
      "453  GMT-03:00 America/Sao_Paulo     -46.70    -23.62  \n",
      "454  GMT-03:00 America/Sao_Paulo     -46.68    -23.58  \n",
      "455  GMT-03:00 America/Sao_Paulo     -47.46    -23.53  \n",
      "\n",
      "[102 rows x 13 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "BS \n",
      " <class 'str'>\n",
      "--------------------\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "         Brand  Store Number                         Store Name  \\\n",
      "456  Starbucks  20487-206084                     Nassau Airport   \n",
      "457  Starbucks  19786-203064        Sheraton Cable Beach Resort   \n",
      "458  Starbucks  32202-107597                      Reef Atlantis   \n",
      "459  Starbucks  31197-102257              Palmdale RCA Building   \n",
      "460  Starbucks  30707-155784                   Charlotte Street   \n",
      "461  Starbucks  32120-148724                      Cable Cottage   \n",
      "462  Starbucks  13053-153764                        Atlantis #2   \n",
      "463  Starbucks  18101-187804  Atlantis - Mayan Temple Pool Deck   \n",
      "464  Starbucks   30656-99475         Marina Village at Atlantis   \n",
      "465  Starbucks  31288-104391                        Harbour Bay   \n",
      "\n",
      "    Ownership Type                                     Street Address    City  \\\n",
      "456       Licensed                                  Coral Harbour Rd,  Nassau   \n",
      "457       Licensed                                    West Bay Street  Nassau   \n",
      "458       Licensed                                    Paradise Island  Nassau   \n",
      "459       Licensed              Rosetta St. Fifth Terrace & Patton St  Nassau   \n",
      "460       Licensed    Charlotte Street, Between Woodes Rogers and Bay  Nassau   \n",
      "461       Licensed                        West Bay St and Skyline Dr.  Nassau   \n",
      "462       Licensed                                    Paradise Island  Nassau   \n",
      "463       Licensed                           Atlantis Paradise Island  Nassau   \n",
      "464       Licensed                                  Marina Village, 9  Nassau   \n",
      "465       Licensed  East Bay St. (Eastern Rd & Fowler St), Kingsvi...  Nassau   \n",
      "\n",
      "    State/Province Country Postcode Phone Number                  Timezone  \\\n",
      "456             BI      BS      NaN          NaN  GMT-05:00 America/Nassau   \n",
      "457             NS      BS    N3737          NaN  GMT-05:00 America/Nassau   \n",
      "458             NS      BS      NaN          NaN  GMT-05:00 America/Nassau   \n",
      "459             NS      BS      NaN          NaN  GMT-05:00 America/Nassau   \n",
      "460             NS      BS      NaN          NaN  GMT-05:00 America/Nassau   \n",
      "461             NS      BS      NaN          NaN  GMT-05:00 America/Nassau   \n",
      "462             NS      BS      NaN          NaN  GMT-05:00 America/Nassau   \n",
      "463             NS      BS    N3737          NaN  GMT-05:00 America/Nassau   \n",
      "464             NS      BS      NaN          NaN  GMT-05:00 America/Nassau   \n",
      "465             NS      BS      NaN          NaN  GMT-05:00 America/Nassau   \n",
      "\n",
      "     Longitude  Latitude  \n",
      "456     -77.45     25.03  \n",
      "457     -77.47     25.07  \n",
      "458     -77.33     25.09  \n",
      "459     -77.33     25.07  \n",
      "460     -77.34     25.08  \n",
      "461     -77.39     25.07  \n",
      "462     -77.46     25.06  \n",
      "463     -77.32     25.09  \n",
      "464     -77.32     25.08  \n",
      "465     -77.32     25.07   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "CA \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number                       Store Name Ownership Type  \\\n",
      "466   Starbucks  19451-192064                 Kingsview Market  Company Owned   \n",
      "467   Starbucks   4808-103498                   Sierra Springs  Company Owned   \n",
      "468   Starbucks   4937-124045                  Tower Lane Mall  Company Owned   \n",
      "469   Starbucks   74745-97386             Safeway-Airdrie #281       Licensed   \n",
      "470   Starbucks   4997-137066                 Dickson Crossing  Company Owned   \n",
      "...         ...           ...                              ...            ...   \n",
      "1929  Starbucks   75251-93591        Royal University Hospital       Licensed   \n",
      "1930  Starbucks  20735-199295  Pharmasave - Swift Current #406       Licensed   \n",
      "1931  Starbucks  29449-253107                  Weyburn Rubicon       Licensed   \n",
      "1932  Starbucks   4934-108925   Main St & 2nd Ave - Whitehorse  Company Owned   \n",
      "1933  Starbucks    4588-96118     Chilkoot Centre - Whitehorse  Company Owned   \n",
      "\n",
      "                                   Street Address           City  \\\n",
      "466                    2100 Market Street SE, 101        Airdrie   \n",
      "467                  101 114 Sierra Springs Drive        Airdrie   \n",
      "468   505 Main Street SW Tower Lane Mall, Bay 101        Airdrie   \n",
      "469                               505 Main Street        Airdrie   \n",
      "470                     3 Stonegate Drive NW, 405        Airdrie   \n",
      "...                                           ...            ...   \n",
      "1929                           103 Hospital Drive      Saskatoon   \n",
      "1930                         390 Central Avenue N  Swift Current   \n",
      "1931                             30 3rd Street NE        Weyburn   \n",
      "1932             201 Main Street, Chilkoot Centre     Whitehorse   \n",
      "1933                         80 Chilkoot Way, 140     Whitehorse   \n",
      "\n",
      "     State/Province Country Postcode    Phone Number  \\\n",
      "466              AB      CA  T4A 0R8    403-945-3444   \n",
      "467              AB      CA  T4B 3G6  (403) 945-8107   \n",
      "468              AB      CA  T4B 3K3     403 9480532   \n",
      "469              AB      CA  T4B 2B8    403-948-4838   \n",
      "470              AB      CA  T4B 0N2    403-945-0846   \n",
      "...             ...     ...      ...             ...   \n",
      "1929             SK      CA  S7N 0W8     13066556620   \n",
      "1930             SK      CA  S9H 0L4     13067737261   \n",
      "1931             SK      CA   S4H0V9     13068483877   \n",
      "1932             YT      CA  Y1A 2B2  (867) 633-4600   \n",
      "1933             YT      CA  Y1A 6T5    867-456-4425   \n",
      "\n",
      "                         Timezone  Longitude  Latitude  \n",
      "466    GMT-07:00 America/Edmonton    -113.99     51.27  \n",
      "467    GMT-07:00 America/Edmonton    -114.00     51.27  \n",
      "468    GMT-07:00 America/Edmonton    -114.01     51.29  \n",
      "469    GMT-07:00 America/Edmonton    -114.01     51.30  \n",
      "470    GMT-07:00 America/Edmonton    -114.01     51.30  \n",
      "...                           ...        ...       ...  \n",
      "1929     GMT-06:00 America/Regina    -106.64     52.13  \n",
      "1930     GMT-06:00 America/Regina    -107.80     50.29  \n",
      "1931     GMT-06:00 America/Regina    -103.85     49.66  \n",
      "1932  GMT-08:00 America/Vancouver    -135.05     60.72  \n",
      "1933  GMT-08:00 America/Vancouver    -135.07     60.73  \n",
      "\n",
      "[1468 rows x 13 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "CH \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number                         Store Name  \\\n",
      "1934  Starbucks  31007-103421                              Aarau   \n",
      "1935  Starbucks   2163-141415                      Baden Bahnhof   \n",
      "1936  Starbucks  19144-196704                      Shoppi Tivoli   \n",
      "1937  Starbucks  32493-117552                     Bubenbergplatz   \n",
      "1938  Starbucks   40005-35820                    Waisenhausplatz   \n",
      "...         ...           ...                                ...   \n",
      "1990  Starbucks   40020-90822  ZRH Zurich Airport Airside Center   \n",
      "1991  Starbucks   40002-54020                    Zurich Bellevue   \n",
      "1992  Starbucks  21779-215184  Zurich - Airport Pier E - Airside   \n",
      "1993  Starbucks  31405-105911                  Schaffhauserplatz   \n",
      "1994  Starbucks   40025-96909                         Kreuzplatz   \n",
      "\n",
      "     Ownership Type                               Street Address  \\\n",
      "1934  Company Owned                                 Kasinogarten   \n",
      "1935  Company Owned                                 Bahnhofplatz   \n",
      "1936  Company Owned                Shopping Center Shoppi Tivoli   \n",
      "1937  Company Owned                              Laupenstrasse 1   \n",
      "1938  Company Owned                             Waaghausgasse 18   \n",
      "...             ...                                          ...   \n",
      "1990  Company Owned                      Airside Center Landside   \n",
      "1991  Company Owned                                 Limmatquai 4   \n",
      "1992       Licensed  Zurich Airport Pier E, Airside Non-Schengen   \n",
      "1993  Company Owned                              Hotzestrasse 65   \n",
      "1994  Company Owned                                Kreuzplatz 22   \n",
      "\n",
      "              City State/Province Country Postcode     Phone Number  \\\n",
      "1934         Aarau             AG      CH     5001  41 62 822 48 48   \n",
      "1935         Baden             AG      CH     5400      41562109889   \n",
      "1936  Spreitenbach             AG      CH     8957      41564012202   \n",
      "1937          Bern             BE      CH     3008  41 31 381 47 00   \n",
      "1938          Bern             BE      CH     3011  41 31 311 47 80   \n",
      "...            ...            ...     ...      ...              ...   \n",
      "1990        Zurich             ZH      CH     8060  41 43 818 97 40   \n",
      "1991        Zurich             ZH      CH     8001  41 44 261 72 31   \n",
      "1992        Zurich             ZH      CH  CH-8060              NaN   \n",
      "1993        Zurich             ZH      CH     8006  41 43 233 94 45   \n",
      "1994        Zurich             ZH      CH     8008  41 43 343 97 60   \n",
      "\n",
      "                    Timezone  Longitude  Latitude  \n",
      "1934  GMT+1:00 Europe/Zurich       8.05     47.39  \n",
      "1935  GMT+1:00 Europe/Zurich       8.31     47.48  \n",
      "1936  GMT+1:00 Europe/Zurich       8.37     47.42  \n",
      "1937  GMT+1:00 Europe/Zurich       7.44     46.95  \n",
      "1938  GMT+1:00 Europe/Zurich       7.44     46.95  \n",
      "...                      ...        ...       ...  \n",
      "1990  GMT+1:00 Europe/Zurich       8.56     47.45  \n",
      "1991  GMT+1:00 Europe/Zurich       8.54     47.37  \n",
      "1992  GMT+1:00 Europe/Zurich       8.55     47.46  \n",
      "1993  GMT+1:00 Europe/Zurich       8.54     47.39  \n",
      "1994  GMT+1:00 Europe/Zurich       8.55     47.36  \n",
      "\n",
      "[61 rows x 13 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "CL \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number                   Store Name Ownership Type  \\\n",
      "1995  Starbucks  27972-248732               Arauco Chillan       Licensed   \n",
      "1996  Starbucks  26153-218404      Plaza Trebol Concepcion       Licensed   \n",
      "1997  Starbucks  26101-228785              Mall del Centro       Licensed   \n",
      "1998  Starbucks  29146-252586  Los Carrera Poniente N° 301       Licensed   \n",
      "1999  Starbucks  21500-212044              Rancagua Centro       Licensed   \n",
      "...         ...           ...                          ...            ...   \n",
      "2086  Starbucks  26505-238411               Nueva Mackenna       Licensed   \n",
      "2087  Starbucks  26483-239837              Plaza Sotomayor       Licensed   \n",
      "2088  Starbucks  13044-136931                Marina Arauco       Licensed   \n",
      "2089  Starbucks  47182-244490      Libertad - Vina del Mar       Licensed   \n",
      "2090  Starbucks   7062-136932                   San Martin       Licensed   \n",
      "\n",
      "                                         Street Address          City  \\\n",
      "1995       El Roble 770, Local 116, Mall Arauco Chillan       Chillan   \n",
      "1996  Av. José Pedro Alessandri 3177,, Local FC-205,...    Concepcion   \n",
      "1997                    Av. Barros Arana 1068, Local 12    Concepcion   \n",
      "1998          Los Carrera Poniente N° 301, Local BE-102    Concepcion   \n",
      "1999    Jose Bernardo Cuevas 405, Local 1070,, Rancagua      Rancagua   \n",
      "...                                                 ...           ...   \n",
      "2086                    General Mackena 1477, Local 101      Santiago   \n",
      "2087                                Plaza Sotomayor 212    Valparaiso   \n",
      "2088  14 Norte 880, Local 7, Boulevard Marina, Arauc...  Vina del Mar   \n",
      "2089                      Avenida Libertad 852, Local 1  Vina del Mar   \n",
      "2090                 5 Norte 112, Viña del Mar, 莲花池路18号  Vina del Mar   \n",
      "\n",
      "     State/Province Country Postcode Phone Number                    Timezone  \\\n",
      "1995             BI      CL      NaN          NaN  GMT-04:00 America/Santiago   \n",
      "1996             BI      CL  4260000          NaN  GMT-04:00 America/Santiago   \n",
      "1997             BI      CL      NaN          NaN  GMT-04:00 America/Santiago   \n",
      "1998             BI      CL      NaN          NaN  GMT-04:00 America/Santiago   \n",
      "1999             LI      CL      NaN          NaN  GMT-04:00 America/Santiago   \n",
      "...             ...     ...      ...          ...                         ...   \n",
      "2086             RM      CL      NaN          NaN  GMT-04:00 America/Santiago   \n",
      "2087             VS      CL      NaN          NaN  GMT-04:00 America/Santiago   \n",
      "2088             VS      CL  2530900          NaN  GMT-04:00 America/Santiago   \n",
      "2089             VS      CL      NaN          NaN  GMT-04:00 America/Santiago   \n",
      "2090             VS      CL    59433          NaN  GMT-04:00 America/Santiago   \n",
      "\n",
      "      Longitude  Latitude  \n",
      "1995     -72.10    -36.61  \n",
      "1996     -73.07    -36.79  \n",
      "1997     -73.04    -36.82  \n",
      "1998     -73.06    -36.83  \n",
      "1999     -70.74    -34.17  \n",
      "...         ...       ...  \n",
      "2086     -70.66    -33.43  \n",
      "2087     -71.63    -33.04  \n",
      "2088     -71.55    -33.01  \n",
      "2089     -71.55    -33.02  \n",
      "2090     -71.56    -33.02  \n",
      "\n",
      "[96 rows x 13 columns] \n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "CN \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number           Store Name Ownership Type  \\\n",
      "2091  Starbucks  22901-225145            北京西站第一咖啡店  Company Owned   \n",
      "2092  Starbucks  32320-116537              北京华宇时尚店  Company Owned   \n",
      "2093  Starbucks  32447-132306           北京蓝色港湾圣拉娜店  Company Owned   \n",
      "2094  Starbucks  17477-161286           北京太阳宫凯德嘉茂店  Company Owned   \n",
      "2095  Starbucks  24520-237564              北京东三环北店  Company Owned   \n",
      "...         ...           ...                  ...            ...   \n",
      "4820  Starbucks  17872-186929                Sands       Licensed   \n",
      "4821  Starbucks  24126-235784              Wynn II       Licensed   \n",
      "4822  Starbucks  28490-242269      Wynn Palace BOH       Licensed   \n",
      "4823  Starbucks  22210-218665  Sands Cotai Central       Licensed   \n",
      "4824  Starbucks  17108-179449          One Central       Licensed   \n",
      "\n",
      "                                         Street Address   City State/Province  \\\n",
      "2091                          丰台区, 北京西站通廊7-1号, 中关村南大街2号    北京市             11   \n",
      "2092          海淀区, 数码大厦B座华宇时尚购物中心内, 蓝色港湾国际商区1座C1-3单元首层、    北京市             11   \n",
      "2093                朝阳区朝阳公园路6号, 二层C1-3单元及二层阳台, 太阳宫中路12号    北京市             11   \n",
      "2094                  朝阳区, 太阳宫凯德嘉茂一层01-44/45号, 东三环北路27号    北京市             11   \n",
      "2095                      朝阳区, 嘉铭中心大厦A座B1层024商铺, 金融大街7号    北京市             11   \n",
      "...                                                 ...    ...            ...   \n",
      "4820  Portion of Shop 04, Ground Floor, Sands, Largo...  Macau             92   \n",
      "4821             Wynn Macau, Rua Cidada de Sintra, NAPE  Macau             92   \n",
      "4822       Employee Entrance Outlet, Wynn Cotai, Resort  Macau             92   \n",
      "4823  Shop K201 & K202, Level 02, Parcela 5&6, Estra...  Macau             92   \n",
      "4824                       Promenade Rd, Open Area, 2/F  Macau             92   \n",
      "\n",
      "     Country Postcode   Phone Number                Timezone  Longitude  \\\n",
      "2091      CN   100073            NaN  GMT+08:00 Asia/Beijing     116.32   \n",
      "2092      CN   100086   010-51626616  GMT+08:00 Asia/Beijing     116.32   \n",
      "2093      CN   100020   010-59056343  GMT+08:00 Asia/Beijing     116.47   \n",
      "2094      CN   100028   010-84150945  GMT+08:00 Asia/Beijing     116.45   \n",
      "2095      CN      NaN            NaN  GMT+08:00 Asia/Beijing     116.46   \n",
      "...      ...      ...            ...                     ...        ...   \n",
      "4820      CN      NaN  (853)28782773  GMT+08:00 Asia/Beijing     113.55   \n",
      "4821      CN      NaN    85328723516  GMT+08:00 Asia/Beijing     113.55   \n",
      "4822      CN      NaN            NaN  GMT+08:00 Asia/Beijing     113.54   \n",
      "4823      CN      NaN    85328853439  GMT+08:00 Asia/Beijing     113.56   \n",
      "4824      CN      NaN            NaN  GMT+08:00 Asia/Beijing     113.55   \n",
      "\n",
      "      Latitude  \n",
      "2091     39.90  \n",
      "2092     39.97  \n",
      "2093     39.95  \n",
      "2094     39.97  \n",
      "2095     39.93  \n",
      "...        ...  \n",
      "4820     22.19  \n",
      "4821     22.19  \n",
      "4822     22.20  \n",
      "4823     22.15  \n",
      "4824     22.19  \n",
      "\n",
      "[2734 rows x 13 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "CO \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number            Store Name Ownership Type  \\\n",
      "4825  Starbucks  23562-221725             Parque 93       Licensed   \n",
      "4826  Starbucks  23563-221726              TORRE 95       Licensed   \n",
      "4827  Starbucks  24985-232987              Calle 67       Licensed   \n",
      "4828  Starbucks  24997-228744    C.C. GRAN ESTACION       Licensed   \n",
      "4829  Starbucks  25724-242304               Conecta       Licensed   \n",
      "4830  Starbucks  26841-245829               Usaquén       Licensed   \n",
      "4831  Starbucks  24940-239404                Zona-T       Licensed   \n",
      "4832  Starbucks  25302-227730          WTC Colombia       Licensed   \n",
      "4833  Starbucks  26042-238585  Centro Internacional       Licensed   \n",
      "4834  Starbucks  23561-224405                ZONA G       Licensed   \n",
      "4835  Starbucks  50111-248464          Milla De Oro       Licensed   \n",
      "\n",
      "                             Street Address         City State/Province  \\\n",
      "4825                 Carrera 13 No. 93 A 27       BOGOTA             DC   \n",
      "4826                Carrera 11 No. 94A - 34       Bogota             DC   \n",
      "4827                      CALLE 67 No. 7-96  BOGOTA D.C.             DC   \n",
      "4828  AVENIDA CALLE 26 No. 62-47, ISLA 3-02  BOGOTA D.C.             DC   \n",
      "4829                AVENIDA CALLE 26 No. 92  Bogota D.C.             DC   \n",
      "4830                Carrera 6A No. 118 - 35  Bogota D.C.             DC   \n",
      "4831           Avenida Calle 82 No. 11 - 40  Bogota D.C.             DC   \n",
      "4832                Carrera 8 A NO. 99 - 55  Bogota D.C.             DC   \n",
      "4833                 Carrera 13 No. 27 - 94  Bogota D.C.             DC   \n",
      "4834                  Calle 69 A No. 5 - 08    BOGOTA DC             DC   \n",
      "4835   Carrera 43 A No. 3 Sur 92, Local 101     Medellin             DC   \n",
      "\n",
      "     Country Postcode Phone Number                   Timezone  Longitude  \\\n",
      "4825      CO   110111          NaN  GMT+000000 America/Bogota     -74.05   \n",
      "4826      CO      NaN          NaN  GMT+000000 America/Bogota     -74.05   \n",
      "4827      CO   110111          NaN  GMT+000000 America/Bogota     -74.06   \n",
      "4828      CO   110911          NaN  GMT+000000 America/Bogota     -74.10   \n",
      "4829      CO   110111          NaN  GMT+000000 America/Bogota     -74.12   \n",
      "4830      CO   110111          NaN  GMT+000000 America/Bogota     -74.03   \n",
      "4831      CO   110111          NaN  GMT+000000 America/Bogota     -74.05   \n",
      "4832      CO      NaN          NaN  GMT+000000 America/Bogota     -74.04   \n",
      "4833      CO   110911          NaN  GMT+000000 America/Bogota     -74.07   \n",
      "4834      CO   110111   3202411444  GMT+000000 America/Bogota     -74.06   \n",
      "4835      CO  5001000          NaN  GMT+000000 America/Bogota     -75.57   \n",
      "\n",
      "      Latitude  \n",
      "4825      4.68  \n",
      "4826      4.68  \n",
      "4827      4.65  \n",
      "4828      4.65  \n",
      "4829      4.68  \n",
      "4830      4.70  \n",
      "4831      4.67  \n",
      "4832      4.68  \n",
      "4833      4.62  \n",
      "4834      4.65  \n",
      "4835      6.20   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "CR \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number                  Store Name Ownership Type  \\\n",
      "4836  Starbucks  27715-248634  Aeropuerto Juan Santamaria       Licensed   \n",
      "4837  Starbucks  26615-244754       Plaza Real - Alajuela       Licensed   \n",
      "4838  Starbucks  20308-204634                  Distrito 4       Licensed   \n",
      "4839  Starbucks  18288-185424              Lincoln Plaza.       Licensed   \n",
      "4840  Starbucks  27696-248466              Plaza Itscatzu       Licensed   \n",
      "4841  Starbucks  24396-237662                      Sabana       Licensed   \n",
      "4842  Starbucks  26616-244752                   Los Yoses       Licensed   \n",
      "4843  Starbucks  26485-227284         PLAZA DE LA CULTURA       Licensed   \n",
      "4844  Starbucks  17363-174204              Avenida Escazú       Licensed   \n",
      "4845  Starbucks  20307-204624                Plaza Freses       Licensed   \n",
      "4846  Starbucks  26460-227264                CRONOS PLAZA       Licensed   \n",
      "\n",
      "                                         Street Address         City  \\\n",
      "4836      Autopista General Canas, Alajuela, Costa Rica     Alajuela   \n",
      "4837                         Calle Marcelino Champagnat     Alajuela   \n",
      "4838  300 m al norte del polideportivo, de Guachipel...  Guachipelin   \n",
      "4839        Mall Lincoln Plaza San Vicente, Local # 232      Moravia   \n",
      "4840           San Rafael de Escazu, Paralelo a Ruta 27     San Jose   \n",
      "4841          DIAGONAL A ESTADIO NACIONAL, SABANA OESTE     SAN JOSE   \n",
      "4842                                 Boulevar Los Yoses     San Jose   \n",
      "4843                                     MBU to provide     San Jose   \n",
      "4844         Avenida Escazú Edificio 202, Local No. 106     San Jose   \n",
      "4845                  Plaza Freses, Curridabat District     San Jose   \n",
      "4846       Cronos Plaza del Este, Canton #18,Curridabat     San Jose   \n",
      "\n",
      "     State/Province Country Postcode Phone Number  \\\n",
      "4836              A      CR      NaN          NaN   \n",
      "4837              A      CR      NaN          NaN   \n",
      "4838             SJ      CR      NaN          NaN   \n",
      "4839             SJ      CR      NaN          NaN   \n",
      "4840             SJ      CR      NaN          NaN   \n",
      "4841             SJ      CR      NaN          NaN   \n",
      "4842             SJ      CR      NaN          NaN   \n",
      "4843             SJ      CR      NaN          NaN   \n",
      "4844             SJ      CR      NaN          NaN   \n",
      "4845             SJ      CR      NaN          NaN   \n",
      "4846             SJ      CR      NaN          NaN   \n",
      "\n",
      "                           Timezone  Longitude  Latitude  \n",
      "4836  GMT+000000 America/Costa_Rica     -84.12      9.60  \n",
      "4837  GMT+000000 America/Costa_Rica     -84.21     10.01  \n",
      "4838  GMT+000000 America/Costa_Rica     -84.16      9.94  \n",
      "4839  GMT+000000 America/Costa_Rica     -84.06      9.96  \n",
      "4840  GMT+000000 America/Costa_Rica     -84.15      9.94  \n",
      "4841  GMT+000000 America/Costa_Rica     -84.11      9.94  \n",
      "4842  GMT+000000 America/Costa_Rica     -84.06      9.93  \n",
      "4843  GMT+000000 America/Costa_Rica     -84.08      9.93  \n",
      "4844  GMT+000000 America/Costa_Rica     -84.14      9.94  \n",
      "4845  GMT+000000 America/Costa_Rica     -84.04      9.91  \n",
      "4846  GMT+000000 America/Costa_Rica     -84.02      9.91   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "CW \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number                      Store Name Ownership Type  \\\n",
      "4847  Starbucks   3719-146031   Renaissance Curacao - Curacao       Licensed   \n",
      "4848  Starbucks  19294-198625  Renaissance Curacao Hotel-Cafe       Licensed   \n",
      "4849  Starbucks  50457-251218            Curacao Beach Resort       Licensed   \n",
      "\n",
      "                     Street Address        City State/Province Country  \\\n",
      "4847  Baden Powellweg 1, Unit # 201  Willemstad             CW      CW   \n",
      "4848  Renaissace Curacao Hotel Mall  Willemstad             CW      CW   \n",
      "4849       Cuyracao Beach Boulevard  Willemstad             CW      CW   \n",
      "\n",
      "     Postcode   Phone Number                      Timezone  Longitude  \\\n",
      "4847      NaN  5999-435-5077  GMT-04:00 America/Willemstad     -68.94   \n",
      "4848      NaN            NaN  GMT-04:00 America/Willemstad     -68.94   \n",
      "4849      NaN            NaN  GMT-04:00 America/Willemstad     -68.90   \n",
      "\n",
      "      Latitude  \n",
      "4847     12.11  \n",
      "4848     12.11  \n",
      "4849     12.09   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "CY \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number                Store Name Ownership Type  \\\n",
      "4850  Starbucks  27879-249085  Engomi Student Residence       Licensed   \n",
      "4851  Starbucks   42801-93145               Themistokli       Licensed   \n",
      "4852  Starbucks   42803-97447                    Lydras       Licensed   \n",
      "4853  Starbucks  31994-117512    Shacolas Emporium Park       Licensed   \n",
      "4854  Starbucks   42804-98994        Lemessos Germasoia       Licensed   \n",
      "4855  Starbucks   42802-94862                  Lemessos       Licensed   \n",
      "4856  Starbucks  30864-100023         Lemessos Enaerios       Licensed   \n",
      "4857  Starbucks  31688-108574         Lemessos Enaerios       Licensed   \n",
      "4858  Starbucks   42805-98443       Larnaca Foinikoudes       Licensed   \n",
      "4859  Starbucks  42806-100022                Kato Pafos       Licensed   \n",
      "\n",
      "                                     Street Address      City State/Province  \\\n",
      "4850                               Porfiriou Dikeou   Nicosia              1   \n",
      "4851    Griva Digeni & 48, Themistokli Dervie Str,.   Nicosia              1   \n",
      "4852                              170, Lydras Ave.,   Nicosia              1   \n",
      "4853                    3, Verginas Str., Strovolos   Nicosia              1   \n",
      "4854          8, Georgiou A.,, Potamos, Germasoyia,   Lemesos              2   \n",
      "4855          Grida Digeni & Anastasi Sioukri Str.,   Lemesos              2   \n",
      "4856                   3, Makarioy Ave.,, Enaerios,   Lemesos              2   \n",
      "4857  Megaro Anexartisias,, 187, Anexartisias Str.,  Limassol              2   \n",
      "4858          18,Athinon Str,, Finikoudes Promenade   Larnaca              3   \n",
      "4859            1 & 2,Semeli House, Posidonos Ave.,    Paphos              5   \n",
      "\n",
      "     Country Postcode Phone Number               Timezone  Longitude  Latitude  \n",
      "4850      CY      NaN          NaN  GMT+2:00 Asia/Nicosia      33.32     35.16  \n",
      "4851      CY     1066          NaN  GMT+2:00 Asia/Nicosia      33.36     35.16  \n",
      "4852      CY     1011          NaN  GMT+2:00 Asia/Nicosia      33.36     35.17  \n",
      "4853      CY     2025          NaN  GMT+2:00 Asia/Nicosia      33.37     35.13  \n",
      "4854      CY     4045          NaN  GMT+2:00 Asia/Nicosia      33.09     34.70  \n",
      "4855      CY     3105          NaN  GMT+2:00 Asia/Nicosia      33.05     34.68  \n",
      "4856      CY     3060          NaN  GMT+2:00 Asia/Nicosia      33.06     34.68  \n",
      "4857      CY     3040          NaN  GMT+2:00 Asia/Nicosia      33.04     34.68  \n",
      "4858      CY     6023          NaN  GMT+2:00 Asia/Nicosia      33.64     34.91  \n",
      "4859      CY     8042          NaN  GMT+2:00 Asia/Nicosia      32.42     34.76   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "CZ \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number             Store Name Ownership Type  \\\n",
      "4860  Starbucks  48016-261047            Brno Campus  Joint Venture   \n",
      "4861  Starbucks  24480-220065           Brno Olympia  Joint Venture   \n",
      "4862  Starbucks  21083-202905          Brno Vaňkovka  Joint Venture   \n",
      "4863  Starbucks  28747-250828   Brno náměstí Svobody  Joint Venture   \n",
      "4864  Starbucks  16987-157524  Ostrava Nová Karolina  Joint Venture   \n",
      "4865  Starbucks  19488-185284          Ostrava Avion  Joint Venture   \n",
      "4866  Starbucks  16967-177664           Pražský Hrad  Joint Venture   \n",
      "4867  Starbucks  25083-233050             SC Chodov1  Joint Venture   \n",
      "4868  Starbucks  48232-254737           Golden Angel  Joint Venture   \n",
      "4869  Starbucks  12733-149006                 Muzeum  Joint Venture   \n",
      "4870  Starbucks   1722-137168                 Můstek  Joint Venture   \n",
      "4871  Starbucks  32313-123443       Palladium Kiosek  Joint Venture   \n",
      "4872  Starbucks  12741-153405               Dejvická  Joint Venture   \n",
      "4873  Starbucks  32280-126867   Malostranské náměstí  Joint Venture   \n",
      "4874  Starbucks  32411-134970  Letiště Václava Havla  Joint Venture   \n",
      "4875  Starbucks  26787-245504          Fashion Arena  Joint Venture   \n",
      "4876  Starbucks   1716-143404       Metropole Zličín  Joint Venture   \n",
      "4877  Starbucks  32312-123442              Palladium  Joint Venture   \n",
      "4878  Starbucks  32514-137496      Avion Park Zličín  Joint Venture   \n",
      "4879  Starbucks  32694-138269   Staroměstské náměstí  Joint Venture   \n",
      "4880  Starbucks  24296-237090       Meteor Křižíkova  Joint Venture   \n",
      "4881  Starbucks  19078-172614     Centrum Černý Most  Joint Venture   \n",
      "4882  Starbucks   1723-134972            Palác Archa  Joint Venture   \n",
      "4883  Starbucks  16803-166525          I. P. Pavlova  Joint Venture   \n",
      "4884  Starbucks  29655-254736                Letnany  Joint Venture   \n",
      "4885  Starbucks  23115-228044            Florentinum  Joint Venture   \n",
      "4886  Starbucks   1717-141584              Chodov OC  Joint Venture   \n",
      "4887  Starbucks  26583-244691                  Andel  Joint Venture   \n",
      "\n",
      "                                        Street Address     City  \\\n",
      "4860      Netroufalky 770, Campus Square Shopping mall     Brno   \n",
      "4861                   U Dalnice 777, OC Vaňkovka Brno     Brno   \n",
      "4862                                     Ve Vaňkovce 1     Brno   \n",
      "4863                             Náměstí Svobody 103/5     Brno   \n",
      "4864                                  Jantarová 3344/4  Ostrava   \n",
      "4865                      Rudná 3114/114, Pražský Hrad  Ostrava   \n",
      "4866                    Hradčanské náměstí - Kajetánka   Prague   \n",
      "4867                        Roztylska 2321/19, Praha 4   Prague   \n",
      "4868                       Plze ska 8, 150 00 Prague 5   Prague   \n",
      "4869                              Václavské náměstí 57    Praha   \n",
      "4870                              Václavské náměstí 40    Praha   \n",
      "4871                               Namesti republiky 1    Praha   \n",
      "4872                                 Vítězné náměstí 2    Praha   \n",
      "4873  Malostranské náměstí 28/5, Letiště Václava Havla    Praha   \n",
      "4874    Aviatická - terminál sever 1, Terminál 1 sever    Praha   \n",
      "4875            Zamenhofova 440, Metropole Zličín Mall    Praha   \n",
      "4876                Řevnická 121/1, OC Palladium Praha    Praha   \n",
      "4877                Náměstí republiky 1, Prvni podlazi    Praha   \n",
      "4878                               Skandinávská 13/145    Praha   \n",
      "4879     Staroměstské náměstí 26/478, Meteor Křižíkova    Praha   \n",
      "4880        Thámova 681/32, Karlin, Centrum Černý Most    Praha   \n",
      "4881                                   Chlumecká 765/6    Praha   \n",
      "4882                                      Na Poříčí 24    Praha   \n",
      "4883                                     Jugoslávská 5    Praha   \n",
      "4884                                      Veselska 663    Praha   \n",
      "4885                               Na Florenci 2116/15    Praha   \n",
      "4886                                 Roztylska 2321/19    Praha   \n",
      "4887                                    Plzeňská 233/8  Praha 5   \n",
      "\n",
      "     State/Province Country Postcode  Phone Number                Timezone  \\\n",
      "4860             JM      CZ   625 00  420235013552  GMT+1:00 Europe/Prague   \n",
      "4861             JM      CZ   664042  420235013540  GMT+1:00 Europe/Prague   \n",
      "4862             JM      CZ      NaN  420235013543  GMT+1:00 Europe/Prague   \n",
      "4863             JM      CZ   602 00  420235013549  GMT+1:00 Europe/Prague   \n",
      "4864             MO      CZ   702 00  420235013530  GMT+1:00 Europe/Prague   \n",
      "4865             MO      CZ   700 30  420235013538  GMT+1:00 Europe/Prague   \n",
      "4866             PR      CZ   118 00  420235013536  GMT+1:00 Europe/Prague   \n",
      "4867             PR      CZ   148 00  420235013508  GMT+1:00 Europe/Prague   \n",
      "4868             PR      CZ   150 00           NaN  GMT+1:00 Europe/Prague   \n",
      "4869             PR      CZ   110 00  420224000000  GMT+1:00 Europe/Prague   \n",
      "4870             PR      CZ   110 00  420235013517  GMT+1:00 Europe/Prague   \n",
      "4871             PR      CZ   110 00  420235013502  GMT+1:00 Europe/Prague   \n",
      "4872             PR      CZ   160 00  420235013525  GMT+1:00 Europe/Prague   \n",
      "4873             PR      CZ   110 00  420235013500  GMT+1:00 Europe/Prague   \n",
      "4874             PR      CZ   160 08  420235013504  GMT+1:00 Europe/Prague   \n",
      "4875             PR      CZ   108 00  420235013548  GMT+1:00 Europe/Prague   \n",
      "4876             PR      CZ   155 21  420235013521  GMT+1:00 Europe/Prague   \n",
      "4877             PR      CZ   110 00  420235013502  GMT+1:00 Europe/Prague   \n",
      "4878             PR      CZ   150 00  420235013515  GMT+1:00 Europe/Prague   \n",
      "4879             PR      CZ   110 00  420235013516  GMT+1:00 Europe/Prague   \n",
      "4880             PR      CZ    18600  420235013545  GMT+1:00 Europe/Prague   \n",
      "4881             PR      CZ   190 00  420235013537  GMT+1:00 Europe/Prague   \n",
      "4882             PR      CZ   110 00  420235013512  GMT+1:00 Europe/Prague   \n",
      "4883             PR      CZ    12000  420235013533  GMT+1:00 Europe/Prague   \n",
      "4884             PR      CZ   199 00  420235013514  GMT+1:00 Europe/Prague   \n",
      "4885             PR      CZ   110 00  420235013542  GMT+1:00 Europe/Prague   \n",
      "4886             PR      CZ   148 00  420235013519  GMT+1:00 Europe/Prague   \n",
      "4887             PR      CZ   150 00  420235013541  GMT+1:00 Europe/Prague   \n",
      "\n",
      "      Longitude  Latitude  \n",
      "4860      16.57     49.18  \n",
      "4861      16.63     49.14  \n",
      "4862      16.61     49.19  \n",
      "4863      16.61     49.20  \n",
      "4864      18.29     49.83  \n",
      "4865      18.23     49.80  \n",
      "4866      14.40     50.09  \n",
      "4867      14.49     50.03  \n",
      "4868      14.40     50.07  \n",
      "4869      14.43     50.08  \n",
      "4870      14.43     50.08  \n",
      "4871      14.43     50.09  \n",
      "4872      14.40     50.10  \n",
      "4873      14.40     50.09  \n",
      "4874      14.27     50.11  \n",
      "4875      14.54     50.08  \n",
      "4876      14.29     50.05  \n",
      "4877      14.43     50.09  \n",
      "4878      14.30     50.05  \n",
      "4879      14.42     50.09  \n",
      "4880      14.45     50.09  \n",
      "4881      14.58     50.11  \n",
      "4882      14.43     50.09  \n",
      "4883      14.43     50.08  \n",
      "4884      14.50     50.14  \n",
      "4885      14.44     50.09  \n",
      "4886      14.49     50.03  \n",
      "4887      14.40     50.07   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "DE \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number                Store Name Ownership Type  \\\n",
      "4888  Starbucks  40948-102601      Stern Center Potsdam  Company Owned   \n",
      "4889  Starbucks  40947-102602  Brandenburgerstrasse 28a  Company Owned   \n",
      "4890  Starbucks  40971-108228     Alexa Shopping Centre  Company Owned   \n",
      "4891  Starbucks  40949-103780         Potsdamer Platz 5  Company Owned   \n",
      "4892  Starbucks  18524-185885               Sony-Center  Company Owned   \n",
      "...         ...           ...                       ...            ...   \n",
      "5043  Starbucks  20604-161924      Dresden Hauptbahnhof  Company Owned   \n",
      "5044  Starbucks   1197-133645           Centrum Galerie  Company Owned   \n",
      "5045  Starbucks  17860-181705      Leipzig Hauptbahnhof  Company Owned   \n",
      "5046  Starbucks  40999-115960    Grimmaische Strasse 14  Company Owned   \n",
      "5047  Starbucks  24196-236564    Erfurt Central Station       Licensed   \n",
      "\n",
      "                      Street Address     City State/Province Country Postcode  \\\n",
      "4888       NUTHESTRAßE / STERNSTRAßE  POTSDAM             BB      DE    14480   \n",
      "4889  BRANDENBURGER STRAß 28A, ALEXA  POTSDAM             BB      DE    14467   \n",
      "4890                GRUNERSTRASSE 20   BERLIN             BE      DE    10719   \n",
      "4891  POTSDAMER PLATZ 5, Sony-Center   BERLIN             BE      DE    10785   \n",
      "4892           Neue Potsdamer Str. 2   Berlin             BE      DE    10785   \n",
      "...                              ...      ...            ...     ...      ...   \n",
      "5043                  Wiener Platz 4  Dresden             SN      DE     1069   \n",
      "5044               Prager Strasse 15  Dresden             SN      DE     1069   \n",
      "5045            Willy-Brandt-Platz 7  Leipzig             SN      DE     4109   \n",
      "5046          GRIMMAISCHE STRASSE 14  LEIPZIG             SN      DE     4109   \n",
      "5047           Willy-Brandt-Platz 12   Erfurt             TH      DE    99084   \n",
      "\n",
      "       Phone Number                Timezone  Longitude  Latitude  \n",
      "4888  4933160037192  GMT+1:00 Europe/Berlin      13.13     52.37  \n",
      "4889   493312019631  GMT+1:00 Europe/Berlin      13.06     52.40  \n",
      "4890   493027591054  GMT+1:00 Europe/Berlin      13.42     52.52  \n",
      "4891   493025358285  GMT+1:00 Europe/Berlin      13.38     52.51  \n",
      "4892     3023003314  GMT+1:00 Europe/Berlin      13.37     52.51  \n",
      "...             ...                     ...        ...       ...  \n",
      "5043  4935142776967  GMT+1:00 Europe/Berlin      13.73     51.04  \n",
      "5044   493514850950  GMT+1:00 Europe/Berlin      13.74     51.04  \n",
      "5045  4934196298335  GMT+1:00 Europe/Berlin      12.38     51.34  \n",
      "5046   493412251481  GMT+1:00 Europe/Berlin      12.38     51.34  \n",
      "5047  4936164432135  GMT+1:00 Europe/Berlin      11.04     50.97  \n",
      "\n",
      "[160 rows x 13 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "DK \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number                        Store Name  \\\n",
      "5048  Starbucks  26965-246246      Copenhagen-Frederiksborggade   \n",
      "5049  Starbucks  29323-251026            Copenhagen - Trianglen   \n",
      "5050  Starbucks  25903-242948      Copenhagen Fisketorvet Fotex   \n",
      "5051  Starbucks  26968-246245             Frederiksberg Centret   \n",
      "5052  Starbucks  25081-228567        Aalborg University (Kiosk)   \n",
      "5053  Starbucks  23109-224384                    Bilka Skalborg   \n",
      "5054  Starbucks  20021-199445                    Salling Alborg   \n",
      "5055  Starbucks  24170-228568                 Odense University   \n",
      "5056  Starbucks  17899-186844         Bilka OneStop Fields Mall   \n",
      "5057  Starbucks  22327-219684        Copenhagen Central Station   \n",
      "5058  Starbucks  24251-231385  Copenhagen - Radhuspladsen Netto   \n",
      "5059  Starbucks  24250-231384       Copenhagen - Fasanvej Fotex   \n",
      "5060  Starbucks  20376-205065                     Bilka Hundige   \n",
      "5061  Starbucks  31965-124528    Copenhagen Airport T2 Landside   \n",
      "5062  Starbucks  31551-111285    Copenhagen Airport T3 Landside   \n",
      "5063  Starbucks  15216-157567          CPH - Terminal 3 Airside   \n",
      "5064  Starbucks  21478-205104                    Bilka Naestved   \n",
      "5065  Starbucks  29586-253667                        Borgporten   \n",
      "5066  Starbucks  19482-199484                     Salling Arhus   \n",
      "5067  Starbucks  20371-205124                     Bilka Kolding   \n",
      "5068  Starbucks  29163-252808                       Fotex Vejle   \n",
      "\n",
      "     Ownership Type                                 Street Address  \\\n",
      "5048       Licensed                           Frederiksborggade 15   \n",
      "5049       Licensed                                  Trianglen 2-4   \n",
      "5050       Licensed                             Kalvebod brygge 59   \n",
      "5051       Licensed                               Falkoner Allé 21   \n",
      "5052       Licensed                           Fredrik Bajers Vej 5   \n",
      "5053       Licensed                                   Hobrovej 450   \n",
      "5054       Licensed               Salling Department Store, Algade   \n",
      "5055       Licensed                                   Campusvej 55   \n",
      "5056       Licensed                        Arne Jacobsen's Alle 12   \n",
      "5057       Licensed                        Kobenhavn Hovedbanegard   \n",
      "5058       Licensed                  Radhuspladsen, Absalons Gaard   \n",
      "5059       Licensed                                    Fasanvej 25   \n",
      "5060       Licensed                                  Over Bølgen 1   \n",
      "5061       Licensed  Lufthavnsboulevarden 6, Terminal 2 - Landside   \n",
      "5062       Licensed   Lufthavnsboulevarden 6, Terminal 3 - Airside   \n",
      "5063       Licensed             Lufthavnsboulevarden 6, Terminal 3   \n",
      "5064       Licensed                          Naestved Storcenter 1   \n",
      "5065       Licensed                                  Store Torv 18   \n",
      "5066       Licensed        Salling Department Store, Søndergade 27   \n",
      "5067       Licensed                                  Skovvangen 40   \n",
      "5068       Licensed                 Norregade 6, أبراج سان ستيفانو   \n",
      "\n",
      "               City State/Province Country Postcode Phone Number  \\\n",
      "5048     Copenhagen             15      DK     1360          NaN   \n",
      "5049     Copenhagen             15      DK     2100          NaN   \n",
      "5050     Copenhagen             15      DK     1560          NaN   \n",
      "5051  Frederiksberg             15      DK     2000          NaN   \n",
      "5052        Aalborg             81      DK     9220          NaN   \n",
      "5053     Aalborg SV             81      DK     9200          NaN   \n",
      "5054         Alborg             81      DK     9000          NaN   \n",
      "5055         Odense             83      DK     5230          NaN   \n",
      "5056     Copenhagen             84      DK     2300          NaN   \n",
      "5057     Copenhagen             84      DK     1570          NaN   \n",
      "5058     Copenhagen             84      DK     1550          NaN   \n",
      "5059  Frederiksberg             84      DK      NaN          NaN   \n",
      "5060          Greve             84      DK     2670          NaN   \n",
      "5061        Kastrup             84      DK     2770   4532314953   \n",
      "5062        Kastrup             84      DK     2770   4532314963   \n",
      "5063        Kastrup             84      DK     2770          NaN   \n",
      "5064       Naestved             84      DK     4700          NaN   \n",
      "5065       Aarhus C             DK      DK     8000          NaN   \n",
      "5066          Århus             DK      DK     8000          NaN   \n",
      "5067        Kolding             DK      DK     6000          NaN   \n",
      "5068          Vejle             DK      DK     7100          NaN   \n",
      "\n",
      "                        Timezone  Longitude  Latitude  \n",
      "5048  GMT+1:00 Europe/Copenhagen      12.57     55.68  \n",
      "5049  GMT+1:00 Europe/Copenhagen      12.58     55.70  \n",
      "5050  GMT+1:00 Europe/Copenhagen      12.51     55.68  \n",
      "5051  GMT+1:00 Europe/Copenhagen      12.53     55.68  \n",
      "5052  GMT+1:00 Europe/Copenhagen       9.99     57.02  \n",
      "5053  GMT+1:00 Europe/Copenhagen       9.88     57.00  \n",
      "5054  GMT+1:00 Europe/Copenhagen       9.92     57.05  \n",
      "5055  GMT+1:00 Europe/Copenhagen      10.43     55.37  \n",
      "5056  GMT+1:00 Europe/Copenhagen      12.58     55.63  \n",
      "5057  GMT+1:00 Europe/Copenhagen      12.56     55.67  \n",
      "5058  GMT+1:00 Europe/Copenhagen      12.57     55.68  \n",
      "5059  GMT+1:00 Europe/Copenhagen      12.52     55.68  \n",
      "5060  GMT+1:00 Europe/Copenhagen      12.33     55.60  \n",
      "5061  GMT+1:00 Europe/Copenhagen      12.65     55.63  \n",
      "5062  GMT+1:00 Europe/Copenhagen      12.65     55.63  \n",
      "5063  GMT+1:00 Europe/Copenhagen      12.65     55.63  \n",
      "5064  GMT+1:00 Europe/Copenhagen      11.78     55.25  \n",
      "5065  GMT+1:00 Europe/Copenhagen      10.21     56.16  \n",
      "5066  GMT+1:00 Europe/Copenhagen      10.21     56.15  \n",
      "5067  GMT+1:00 Europe/Copenhagen       9.46     55.51  \n",
      "5068  GMT+1:00 Europe/Copenhagen       9.53     55.71   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "EG \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number                         Store Name  \\\n",
      "5069  Starbucks  31657-104436                        سان ستيفانو   \n",
      "5070  Starbucks  15433-161464                          Cityscape   \n",
      "5071  Starbucks  25827-242606                         The Corner   \n",
      "5072  Starbucks  26054-236446                            The Hub   \n",
      "5073  Starbucks  25473-241146  Drive Thru Emirates Gas Station 2   \n",
      "5074  Starbucks  29652-254745                    City Stars Mall   \n",
      "5075  Starbucks  25472-241147                      Point 90 Mall   \n",
      "5076  Starbucks  19742-200007             Cairo Festival City II   \n",
      "5077  Starbucks  20111-200005               Gallaria 40 (Closed)   \n",
      "5078  Starbucks  19539-202105               Tivoli Dome - Marina   \n",
      "5079  Starbucks  25471-241148                          Water way   \n",
      "5080  Starbucks  27462-247749                     Gameit Eldowal   \n",
      "5081  Starbucks  15432-161465                    Dandy Mega Mall   \n",
      "5082  Starbucks  19743-200006                Cairo Festival City   \n",
      "5083  Starbucks  25470-241149                   Porto Cairo Mall   \n",
      "5084  Starbucks  15599-157707                      Sun City Mall   \n",
      "5085  Starbucks  16894-171864                         Zayed Dome   \n",
      "5086  Starbucks  16565-172944                  Katameya Downtown   \n",
      "5087  Starbucks  26786-245544                City Square - Cairo   \n",
      "5088  Starbucks  32152-109504                        النايل سيتى   \n",
      "5089  Starbucks  32314-115172                  أسكندرية الصحراوى   \n",
      "5090  Starbucks  31479-105246                          مكرم عبيد   \n",
      "5091  Starbucks  31756-107161                       سيتى ستارز 1   \n",
      "5092  Starbucks   1397-139244                       سيتى ستارز 3   \n",
      "5093  Starbucks  32191-116645                    معادى سيتى سنتر   \n",
      "5094  Starbucks   3664-142484                       سليمان أباظة   \n",
      "5095  Starbucks   3562-131562                             تيفولى   \n",
      "5096  Starbucks  31646-106547                       مطار القاهرة   \n",
      "5097  Starbucks  31755-107182                  سنافير - نعمه بيه   \n",
      "5098  Starbucks  32389-107342                      المركاتو مول2   \n",
      "5099  Starbucks  32490-111349                         خان لاجونا   \n",
      "\n",
      "     Ownership Type                                     Street Address   City  \\\n",
      "5069       Licensed                    طريق الكورنيش أبراج سان ستيفانو    NaN   \n",
      "5070       Licensed                 6 Of Octobe, El Horya Square, Giza  Cairo   \n",
      "5071       Licensed  Zaker Hussein St. extension, Plot no. 4, Unit ...  Cairo   \n",
      "5072       Licensed  Unit no :A1 Front of British School, 6 of oct/...  Cairo   \n",
      "5073       Licensed  Plot Number 11B06, Ring road, Cairo festival c...  Cairo   \n",
      "5074       Licensed                         City stars Mall, Nasr city  Cairo   \n",
      "5075       Licensed  Plot no: 35 south investors zone, off 90 road,...  Cairo   \n",
      "5076       Licensed               Ring Rd and 90th, New Cairo District  Cairo   \n",
      "5077       Licensed  26th of July Rd, Alsheikh Zayed, 6th of Octobe...  Cairo   \n",
      "5078       Licensed                   Marina - Gate 5, Marina District  Cairo   \n",
      "5079       Licensed  22 A first settlement ,North Investors, New Cairo  Cairo   \n",
      "5080       Licensed                 Gamiet Eldowal Street, Mohandeseen  Cairo   \n",
      "5081       Licensed   Alex Dandy Mega Mall, Alex desert Road - Kilo 28  Cairo   \n",
      "5082       Licensed                        Ring rd and 90th, New Cairo  Cairo   \n",
      "5083       Licensed  The Ring Road, New Cairo, New Cairo, First set...  Cairo   \n",
      "5084       Licensed   Sun City, Nasr St. Nasr City, Air Side, Arrivals  Cairo   \n",
      "5085       Licensed  Zayed Dome complex-block no 8-part 3, District...  Cairo   \n",
      "5086       Licensed                               Street 90, New Cairo  Cairo   \n",
      "5087       Licensed  CITY Square Mall - Al Rehab City, New Cairo, أ...  Cairo   \n",
      "5088       Licensed                     كورنيش النيل أبراج النايل سيتى    NaN   \n",
      "5089       Licensed  الكيلو 28 طريق الاسكندرية الصحراوى, سيتى سنتر ...    NaN   \n",
      "5090       Licensed                     شارع مكرم عبيد, سيتى ستارز مول    NaN   \n",
      "5091       Licensed                 شارع عمر بن الخطاب, سيتى ستارز مول    NaN   \n",
      "5092       Licensed                 شارع عمر بن الخطاب, كارفور المعادى    NaN   \n",
      "5093       Licensed                            القطامية الطريق الدائرى    NaN   \n",
      "5094       Licensed          34شارع سليمان أباظة المهندسين, تيفولى مول    NaN   \n",
      "5095       Licensed   ألماظة ميدان الجوهر شارع أحمد فوزى, صالة السفر 1    NaN   \n",
      "5096       Licensed            صالة السفر 1- مطار القاهرة, فندق سنافير    NaN   \n",
      "5097       Licensed              فندق سنافير - نعمة بيه, المركاتو مول2    NaN   \n",
      "5098       Licensed  الهضبة - الملركاتو2 بجوار المسرح الرومانى, مول...    NaN   \n",
      "5099       Licensed                          خليج نبق مول - خان لاجونا    NaN   \n",
      "\n",
      "     State/Province Country Postcode    Phone Number               Timezone  \\\n",
      "5069            ALX      EG      NaN     20120800287  GMT+2:00 Africa/Cairo   \n",
      "5070              C      EG      NaN             NaN  GMT+2:00 Africa/Cairo   \n",
      "5071              C      EG      NaN             NaN  GMT+2:00 Africa/Cairo   \n",
      "5072              C      EG      NaN             NaN  GMT+2:00 Africa/Cairo   \n",
      "5073              C      EG      NaN             NaN  GMT+2:00 Africa/Cairo   \n",
      "5074              C      EG     EG-C             NaN  GMT+2:00 Africa/Cairo   \n",
      "5075              C      EG      NaN             NaN  GMT+2:00 Africa/Cairo   \n",
      "5076              C      EG      NaN             NaN  GMT+2:00 Africa/Cairo   \n",
      "5077              C      EG      NaN             NaN  GMT+2:00 Africa/Cairo   \n",
      "5078              C      EG      NaN             NaN  GMT+2:00 Africa/Cairo   \n",
      "5079              C      EG      NaN             NaN  GMT+2:00 Africa/Cairo   \n",
      "5080              C      EG      NaN             NaN  GMT+2:00 Africa/Cairo   \n",
      "5081              C      EG      NaN  02 01222887982  GMT+2:00 Africa/Cairo   \n",
      "5082              C      EG      NaN             NaN  GMT+2:00 Africa/Cairo   \n",
      "5083              C      EG      NaN             NaN  GMT+2:00 Africa/Cairo   \n",
      "5084              C      EG      NaN    201201605271  GMT+2:00 Africa/Cairo   \n",
      "5085              C      EG      NaN             NaN  GMT+2:00 Africa/Cairo   \n",
      "5086              C      EG      NaN             NaN  GMT+2:00 Africa/Cairo   \n",
      "5087              C      EG      NaN             NaN  GMT+2:00 Africa/Cairo   \n",
      "5088              C      EG      NaN     20120800307  GMT+2:00 Africa/Cairo   \n",
      "5089              C      EG      NaN     20185022214  GMT+2:00 Africa/Cairo   \n",
      "5090              C      EG      NaN     20120800332  GMT+2:00 Africa/Cairo   \n",
      "5091              C      EG      NaN     20120800350  GMT+2:00 Africa/Cairo   \n",
      "5092              C      EG      NaN     20120029885  GMT+2:00 Africa/Cairo   \n",
      "5093              C      EG      NaN     20185002677  GMT+2:00 Africa/Cairo   \n",
      "5094              C      EG      NaN       129007799  GMT+2:00 Africa/Cairo   \n",
      "5095              C      EG      NaN     018-0819995  GMT+2:00 Africa/Cairo   \n",
      "5096              C      EG      NaN     20120800335  GMT+2:00 Africa/Cairo   \n",
      "5097             JS      EG      NaN     20120800327  GMT+2:00 Africa/Cairo   \n",
      "5098             JS      EG      NaN     20185022217  GMT+2:00 Africa/Cairo   \n",
      "5099             JS      EG      NaN     20189888547  GMT+2:00 Africa/Cairo   \n",
      "\n",
      "      Longitude  Latitude  \n",
      "5069      29.96     31.24  \n",
      "5070      31.35     30.13  \n",
      "5071      31.25     30.05  \n",
      "5072      31.27     30.01  \n",
      "5073      31.25     30.05  \n",
      "5074      31.20     30.02  \n",
      "5075      31.24     30.04  \n",
      "5076      31.35     29.98  \n",
      "5077      31.25     30.05  \n",
      "5078      31.25     30.05  \n",
      "5079      31.25     30.05  \n",
      "5080      31.24     30.04  \n",
      "5081      29.75     31.08  \n",
      "5082      31.35     29.98  \n",
      "5083      31.33     29.98  \n",
      "5084      31.38     30.02  \n",
      "5085      31.21     30.01  \n",
      "5086      31.23     30.03  \n",
      "5087      31.24     30.04  \n",
      "5088      31.23     30.07  \n",
      "5089      31.03     30.06  \n",
      "5090      31.34     30.09  \n",
      "5091      31.33     30.06  \n",
      "5092      31.33     30.06  \n",
      "5093      31.30     29.99  \n",
      "5094      31.20     30.06  \n",
      "5095      31.34     30.08  \n",
      "5096      31.41     30.11  \n",
      "5097      34.33     27.91  \n",
      "5098      34.33     27.92  \n",
      "5099      34.43     28.04   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "ES \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number                Store Name Ownership Type  \\\n",
      "5100  Starbucks  24637-238504    Paseo de la Castellana       Licensed   \n",
      "5101  Starbucks  15307-148964                   Bonaire       Licensed   \n",
      "5102  Starbucks   6115-147505   Malaga Airport Landside       Licensed   \n",
      "5103  Starbucks  24564-232744                ECI Malaga       Licensed   \n",
      "5104  Starbucks  26270-244207              ECI Capricho       Licensed   \n",
      "...         ...           ...                       ...            ...   \n",
      "5196  Starbucks  31500-106940              Torrelodones       Licensed   \n",
      "5197  Starbucks  50300-260427                ECI MURCIA       Licensed   \n",
      "5198  Starbucks  50303-266029    Libertad San Sebastian       Licensed   \n",
      "5199  Starbucks  50309-266027  PUERTO VENECIA. ZARAGOZA       Licensed   \n",
      "5200  Starbucks  15213-156884                  Alicante       Licensed   \n",
      "\n",
      "                                         Street Address           City  \\\n",
      "5100  Paseo de la Castellana 278, Bonaire Shopping C...         Madrid   \n",
      "5101                      CC Bonaire Nacional II Km 345         Aldaia   \n",
      "5102                          Avenida Garcia Morato s/n         Malaga   \n",
      "5103                      Calle Armengual De La Mota, 7         Malaga   \n",
      "5104                             Alfonso de Hohenlohe 2         Malaga   \n",
      "...                                                 ...            ...   \n",
      "5196                            CC Espacio Torrelodones   Torrelodones   \n",
      "5197           Gran Via Escultor Francisco Salcillo, 42         Murcia   \n",
      "5198                                   Avda Libertad 40  San Sebastian   \n",
      "5199  Travesia Jardines Reales 7, Aeropuerto de Alic...        Zargoza   \n",
      "5200  AEROPUERTO DE ALICANTE - Planta 2., Salidas. Z...       Alicante   \n",
      "\n",
      "     State/Province Country Postcode    Phone Number                Timezone  \\\n",
      "5100             AB      ES    28046             NaN  GMT+1:00 Europe/Madrid   \n",
      "5101             AN      ES    46960       963073401  GMT+1:00 Europe/Madrid   \n",
      "5102             AN      ES    29004             NaN  GMT+1:00 Europe/Madrid   \n",
      "5103             AN      ES    29007             NaN  GMT+1:00 Europe/Madrid   \n",
      "5104             AN      ES    29602             NaN  GMT+1:00 Europe/Madrid   \n",
      "...             ...     ...      ...             ...                     ...   \n",
      "5196             MD      ES    28250  91.836.10.11/2  GMT+1:00 Europe/Madrid   \n",
      "5197             MU      ES    30005             NaN  GMT+1:00 Europe/Madrid   \n",
      "5198             SS      ES    20004       943980577  GMT+1:00 Europe/Madrid   \n",
      "5199              Z      ES    50021       976981528  GMT+1:00 Europe/Madrid   \n",
      "5200            ZAB      ES     3195       966295120  GMT+1:00 Europe/Madrid   \n",
      "\n",
      "      Longitude  Latitude  \n",
      "5100      -3.69     40.48  \n",
      "5101      -0.48     39.46  \n",
      "5102      -4.49     36.68  \n",
      "5103      -4.43     36.72  \n",
      "5104      -4.92     36.50  \n",
      "...         ...       ...  \n",
      "5196      -3.93     40.58  \n",
      "5197      -1.13     37.99  \n",
      "5198      -1.98     43.32  \n",
      "5199      -0.89     41.61  \n",
      "5200      -0.56     38.29  \n",
      "\n",
      "[101 rows x 13 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "FI \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number                           Store Name  \\\n",
      "5201  Starbucks  16984-170724       HEL - T2 Airside, Non-Schengen   \n",
      "5202  Starbucks  16734-170725                    HEL - T2 Landside   \n",
      "5203  Starbucks  26807-245687  Espoo K-Citymarket Sello Shopping C   \n",
      "5204  Starbucks  27859-248941                      Helsinki Kamppi   \n",
      "5205  Starbucks  19759-193389                  Stockmann Bookstore   \n",
      "5206  Starbucks  47162-253308                      Helsinki - Itis   \n",
      "5207  Starbucks  29582-251028            Vantaa K-citymarket Jumbo   \n",
      "5208  Starbucks  29581-251027                          Myyrmanni K   \n",
      "\n",
      "     Ownership Type                                     Street Address  \\\n",
      "5201       Licensed  Helsinki-Vantaa Airport Terminal 2, Non-Scheng...   \n",
      "5202       Licensed                 Helsinki-Vantaa Airport Terminal 2   \n",
      "5203       Licensed                                  Leppavaarankatu 3   \n",
      "5204       Licensed                               Urho Kekkosen katu 1   \n",
      "5205       Licensed                                       Esplanadi 39   \n",
      "5206       Licensed                                        Itakatu 1-7   \n",
      "5207       Licensed                                Vantaanportinkatu 3   \n",
      "5208       Licensed                                        Iskoskuja 3   \n",
      "\n",
      "          City State/Province Country Postcode  Phone Number  \\\n",
      "5201    Vantaa              2      FI     1530           NaN   \n",
      "5202    Vantaa              2      FI     1530           NaN   \n",
      "5203     Espoo             18      FI     2600           NaN   \n",
      "5204  Helsinki             18      FI      100           NaN   \n",
      "5205  Helsinki             18      FI      130           NaN   \n",
      "5206  Helsinki             ES      FI      930  358207629602   \n",
      "5207    Vantaa             ES      FI     1510           NaN   \n",
      "5208    Vantaa             ES      FI     1600           NaN   \n",
      "\n",
      "                      Timezone  Longitude  Latitude  \n",
      "5201  GMT+2:00 Europe/Helsinki      24.97     60.32  \n",
      "5202  GMT+2:00 Europe/Helsinki      24.97     60.32  \n",
      "5203  GMT+2:00 Europe/Helsinki      24.81     60.22  \n",
      "5204  GMT+2:00 Europe/Helsinki      24.93     60.17  \n",
      "5205  GMT+2:00 Europe/Helsinki      24.94     60.17  \n",
      "5206  GMT+2:00 Europe/Helsinki      25.08     60.21  \n",
      "5207  GMT+2:00 Europe/Helsinki      24.96     60.29  \n",
      "5208  GMT+2:00 Europe/Helsinki      24.85     60.26   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "FR \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number                    Store Name Ownership Type  \\\n",
      "5209  Starbucks  27750-248649                Rue du Sauvage      Franchise   \n",
      "5210  Starbucks  27752-248647                  Place Kleber      Franchise   \n",
      "5211  Starbucks  25626-241740     Rives d'Arcins - Bordeaux      Franchise   \n",
      "5212  Starbucks  26289-241644   CC Ste Catherine - Bordeaux      Franchise   \n",
      "5213  Starbucks  25629-242024           La Poste - Bordeaux      Franchise   \n",
      "...         ...           ...                           ...            ...   \n",
      "5336  Starbucks  18753-190887        Gare de Lyon Part Dieu       Licensed   \n",
      "5337  Starbucks  13109-107965        Rue de la Republique 2  Company Owned   \n",
      "5338  Starbucks  13132-154891            65 Lyon Republique  Company Owned   \n",
      "5339  Starbucks  21727-214546  Lyon - Saint-Exupery Airport       Licensed   \n",
      "5340  Starbucks  13117-134467      40 Avenue Henri Barbusse  Company Owned   \n",
      "\n",
      "                        Street Address          City State/Province Country  \\\n",
      "5209                 40 rue du sauvage      Mulhouse              A      FR   \n",
      "5210                      Place Kléber    Strasbourg              A      FR   \n",
      "5211  Center Commercial Rives d'Arcins        Begles              B      FR   \n",
      "5212                     9 Rue Margaux      Bordeaux              B      FR   \n",
      "5213               41 Rue Chateau deau      Bordeaux              B      FR   \n",
      "...                                ...           ...            ...     ...   \n",
      "5336         9 place Charles Beraudier          Lyon              V      FR   \n",
      "5337            2 Rue de la Republique          Lyon              V      FR   \n",
      "5338           65 Rue de la Republique          Lyon              V      FR   \n",
      "5339       Lyon Saint Exupery Aeroport          Lyon              V      FR   \n",
      "5340          40 Avenue Henri Barbusse  Villeurbanne              V      FR   \n",
      "\n",
      "     Postcode    Phone Number               Timezone  Longitude  Latitude  \n",
      "5209    68100             NaN  GMT+1:00 Europe/Paris       7.34     47.75  \n",
      "5210    67000             NaN  GMT+1:00 Europe/Paris       7.75     48.58  \n",
      "5211    33324       556855351  GMT+1:00 Europe/Paris      -0.53     44.79  \n",
      "5212    33000       966833789  GMT+1:00 Europe/Paris      -0.57     44.84  \n",
      "5213    33000       556819407  GMT+1:00 Europe/Paris      -0.58     44.84  \n",
      "...       ...             ...                    ...        ...       ...  \n",
      "5336    69003             NaN  GMT+1:00 Europe/Paris       4.86     45.76  \n",
      "5337    69001  04 78 27 44 21  GMT+1:00 Europe/Paris       4.84     45.77  \n",
      "5338    69002  04 78 05 74 50  GMT+1:00 Europe/Paris       4.84     45.76  \n",
      "5339    69125             NaN  GMT+1:00 Europe/Paris       5.08     45.72  \n",
      "5340    69100  04 37 57 01 61  GMT+1:00 Europe/Paris       4.88     45.77  \n",
      "\n",
      "[132 rows x 13 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "GB \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number                      Store Name Ownership Type  \\\n",
      "5341  Starbucks  32368-134291         Shire Hotels Aztec West       Licensed   \n",
      "5342  Starbucks   12309-67500        Altrincham - Sainsbury's  Company Owned   \n",
      "5343  Starbucks  23586-231430                     SSP Ashford       Licensed   \n",
      "5344  Starbucks  25245-240306           Ashford - High Street      Franchise   \n",
      "5345  Starbucks   9157-152265                WB Warwick North       Licensed   \n",
      "...         ...           ...                             ...            ...   \n",
      "6237  Starbucks  24686-238751     Swansea - Morfa Retail Park      Franchise   \n",
      "6238  Starbucks  32726-140373                 Village Swansea       Licensed   \n",
      "6239  Starbucks  24489-238169         Swansea - Fabian Way DT      Franchise   \n",
      "6240  Starbucks  18158-188191  Wrexham - A483/A539 Wrexham Rd      Franchise   \n",
      "6241  Starbucks  12832-137758      Wrexham - Eagles Meadow SC  Company Owned   \n",
      "\n",
      "                                         Street Address         City  \\\n",
      "5341   Aztec West, Lodge on the Park, J Sainsbury's plc  Almondsbury   \n",
      "5342            Lloyd Street, Starbucks c/o Sainsbury's   Altrincham   \n",
      "5343  Ashford International Station, Plt 1-2, Statio...      Ashford   \n",
      "5344                                  89-91 High Street      Ashford   \n",
      "5345             M40 Motoway Northbound, Junction 12/13      Ashorne   \n",
      "...                                                 ...          ...   \n",
      "6237                          Unit 3, Morfa Retail Park      Swansea   \n",
      "6238      Langdon Road (off Fabian Way), SA1 Waterfront      Swansea   \n",
      "6239                           Fabian Way, Port Tennant      Swansea   \n",
      "6240  A483/A539,  Wrexham Bypass, Rhostyllen, Eagles...      Wrexham   \n",
      "6241  Unit C7 Eagles Meadow, Deree College Aghia Par...      Wrexham   \n",
      "\n",
      "     State/Province Country  Postcode   Phone Number                Timezone  \\\n",
      "5341            ENG      GB  BS32 4TS   01454 201777  GMT+0:00 Europe/London   \n",
      "5342            ENG      GB  WA14 2SU     1619296924  GMT+0:00 Europe/London   \n",
      "5343            ENG      GB  TN23 1EZ            NaN  GMT+0:00 Europe/London   \n",
      "5344            ENG      GB  TN24 8SA            NaN  GMT+0:00 Europe/London   \n",
      "5345            ENG      GB  CV35 0AA   01926 651681  GMT+0:00 Europe/London   \n",
      "...             ...     ...       ...            ...                     ...   \n",
      "6237            WLS      GB   SA1 7BP            NaN  GMT+0:00 Europe/London   \n",
      "6238            WLS      GB   SA1 8QY   01792 479965  GMT+0:00 Europe/London   \n",
      "6239            WLS      GB   SA1 8LD            NaN  GMT+0:00 Europe/London   \n",
      "6240            WLS      GB  LL14 4EG   01978 358169  GMT+0:00 Europe/London   \n",
      "6241            WLS      GB  LL13 8DG  01978 290 560  GMT+0:00 Europe/London   \n",
      "\n",
      "      Longitude  Latitude  \n",
      "5341      -2.57     51.54  \n",
      "5342      -2.35     53.38  \n",
      "5343       0.88     51.14  \n",
      "5344       0.87     51.15  \n",
      "5345      -1.51     52.22  \n",
      "...         ...       ...  \n",
      "6237      -3.93     51.64  \n",
      "6238      -3.92     51.62  \n",
      "6239      -3.91     51.62  \n",
      "6240      -3.03     53.03  \n",
      "6241      -2.99     53.04  \n",
      "\n",
      "[901 rows x 13 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "GR \n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number                Store Name Ownership Type  \\\n",
      "6242  Starbucks  30777-101661             Deree College       Licensed   \n",
      "6243  Starbucks   42409-84880              AG.Paraskevi       Licensed   \n",
      "6244  Starbucks  31148-104786        Holargos Mesogeion       Licensed   \n",
      "6245  Starbucks  30782-101706           The Mall-Athens       Licensed   \n",
      "6246  Starbucks  31480-107809          Glyfada Lampraki       Licensed   \n",
      "6247  Starbucks   42412-84881          Ampelokipoi Thon       Licensed   \n",
      "6248  Starbucks   42401-79886              Korai Street       Licensed   \n",
      "6249  Starbucks  32196-124527                   Ilissia       Licensed   \n",
      "6250  Starbucks   42426-94814             Kato Kifissia       Licensed   \n",
      "6251  Starbucks   42403-82760              Paleo Faliro       Licensed   \n",
      "6252  Starbucks  15278-159324               Monastiraki       Licensed   \n",
      "6253  Starbucks   1348-117508               Golden Hall       Licensed   \n",
      "6254  Starbucks   42431-97953                  Kifissia       Licensed   \n",
      "6255  Starbucks   42407-83982                  N. Smyni       Licensed   \n",
      "6256  Starbucks   42402-78300                       ASC       Licensed   \n",
      "6257  Starbucks  30790-103676               Vrilissia 2       Licensed   \n",
      "6258  Starbucks   42423-96137                 Chalandri       Licensed   \n",
      "6259  Starbucks   42411-90709                   Glyfada       Licensed   \n",
      "6260  Starbucks   42410-82783                 Kallithea       Licensed   \n",
      "6261  Starbucks   42419-95465               Passalimani       Licensed   \n",
      "6262  Starbucks  31227-105233         Nikis White Tower       Licensed   \n",
      "6263  Starbucks  31828-104397       Aristotelous Square       Licensed   \n",
      "6264  Starbucks   42420-95464                   Myconos       Licensed   \n",
      "6265  Starbucks  32588-136873      Ethn Makariou Street       Licensed   \n",
      "6266  Starbucks  32500-122117           Chania Old Port       Licensed   \n",
      "6267  Starbucks  31791-108572  Heraklion Talos Mall\\t 4       Licensed   \n",
      "6268  Starbucks  31826-115604     Heraklion 25th August       Licensed   \n",
      "6269  Starbucks  32263-131865         6 Androgeo Street       Licensed   \n",
      "\n",
      "                                         Street Address             City  \\\n",
      "6242                                   6 Gravias Street  Aghia Paraskevi   \n",
      "6243                        2-4, Iroon Politechniou Str  Aghia Paraskevi   \n",
      "6244                           Mesogeion 232 & Ventouri           Athens   \n",
      "6245                     Anderou Papandrou 35, Psalidi,           Athens   \n",
      "6246                             Lazaraki & Gr. Labraki           Athens   \n",
      "6247                                 4, Theofanous Str.           Athens   \n",
      "6248                                         4 Korai St           Athens   \n",
      "6249                             Michalakopoulou Street           Athens   \n",
      "6250                                            Ilision           Athens   \n",
      "6251             24, Posidonos Ave. & 1, Atlantos Str.,           Athens   \n",
      "6252       80 Mitropoleos St. & Aiolou, IBC Center Mall           Athens   \n",
      "6253                   Kifissias Avenue, Kifisia center           Athens   \n",
      "6254                                        Kasaveti 17           Athens   \n",
      "6255           El.Venizelou Str. & 27, 25th Martiou Str           Athens   \n",
      "6256                           Ag. Dimitriou 63, Alimos           Athens   \n",
      "6257                           112-114  Pendelis Street           Athens   \n",
      "6258  Kifisias 236 & Lykourgou Str., Glyfada Esperid...        Chalandri   \n",
      "6259           1, Giannitsopoulou Str. & 55, Kyprou Str          Glyfada   \n",
      "6260                  163B, El. Venizelou & Davaki Str.         Kalithea   \n",
      "6261           160, Grigoriou Labraki Str. & Bouboulina          Piraeus   \n",
      "6262                      Nikis Avenue & Gounari Street     Thessaloniki   \n",
      "6263                            Nikis 11 & Aristotelous     Thessaloniki   \n",
      "6264                       Nea Periferiaki Odos Mykonou          Mykonos   \n",
      "6265                       8, Ethnarhou Makariou Street           Rhodes   \n",
      "6266                                98 Tsimiski, Chania            Crete   \n",
      "6267            Venizelou Street & Minoos Street, Crete        Heraklion   \n",
      "6268                             42, 25th August Street        Heraklion   \n",
      "6269                           6 Androgeo Street, Lobby        Heraklion   \n",
      "\n",
      "     State/Province Country Postcode  Phone Number                Timezone  \\\n",
      "6242             A1      GR   153 42   210 6019580  GMT+2:00 Europe/Athens   \n",
      "6243             A1      GR   153 42  210 6019 590  GMT+2:00 Europe/Athens   \n",
      "6244             A1      GR      NaN           NaN  GMT+2:00 Europe/Athens   \n",
      "6245             A1      GR    15122           NaN  GMT+2:00 Europe/Athens   \n",
      "6246             A1      GR      NaN           NaN  GMT+2:00 Europe/Athens   \n",
      "6247             A1      GR   115 23   210 6451563  GMT+2:00 Europe/Athens   \n",
      "6248             A1      GR   10 564  210 3257 580  GMT+2:00 Europe/Athens   \n",
      "6249             A1      GR      NaN           NaN  GMT+2:00 Europe/Athens   \n",
      "6250             A1      GR      NaN           NaN  GMT+2:00 Europe/Athens   \n",
      "6251             A1      GR   175 61  210 9830 370  GMT+2:00 Europe/Athens   \n",
      "6252             A1      GR    10556           NaN  GMT+2:00 Europe/Athens   \n",
      "6253             A1      GR      NaN           NaN  GMT+2:00 Europe/Athens   \n",
      "6254             A1      GR      NaN           NaN  GMT+2:00 Europe/Athens   \n",
      "6255             A1      GR   171 21  210 9339 730  GMT+2:00 Europe/Athens   \n",
      "6256             A1      GR      NaN           NaN  GMT+2:00 Europe/Athens   \n",
      "6257             A1      GR      NaN           NaN  GMT+2:00 Europe/Athens   \n",
      "6258             A1      GR   152 31           NaN  GMT+2:00 Europe/Athens   \n",
      "6259             A1      GR   166 74  210 9680 740  GMT+2:00 Europe/Athens   \n",
      "6260             A1      GR   176 72  210 9566 302  GMT+2:00 Europe/Athens   \n",
      "6261             A1      GR   185 35  210 4297 707  GMT+2:00 Europe/Athens   \n",
      "6262              B      GR      NaN           NaN  GMT+2:00 Europe/Athens   \n",
      "6263              B      GR      NaN           NaN  GMT+2:00 Europe/Athens   \n",
      "6264              L      GR    84600  2289-0-28404  GMT+2:00 Europe/Athens   \n",
      "6265              L      GR      NaN           NaN  GMT+2:00 Europe/Athens   \n",
      "6266              M      GR      NaN           NaN  GMT+2:00 Europe/Athens   \n",
      "6267              M      GR      NaN           NaN  GMT+2:00 Europe/Athens   \n",
      "6268              M      GR      NaN           NaN  GMT+2:00 Europe/Athens   \n",
      "6269              M      GR      NaN           NaN  GMT+2:00 Europe/Athens   \n",
      "\n",
      "      Longitude  Latitude  \n",
      "6242      23.83     38.00  \n",
      "6243      23.82     38.01  \n",
      "6244      23.80     38.01  \n",
      "6245      23.79     38.05  \n",
      "6246      23.75     37.86  \n",
      "6247      23.76     37.99  \n",
      "6248      23.73     37.98  \n",
      "6249      23.75     37.98  \n",
      "6250      23.80     38.09  \n",
      "6251      23.69     37.93  \n",
      "6252      23.73     37.98  \n",
      "6253      23.79     38.03  \n",
      "6254      23.81     38.07  \n",
      "6255      23.72     37.95  \n",
      "6256      23.73     37.91  \n",
      "6257      23.84     38.05  \n",
      "6258      23.78     38.01  \n",
      "6259      23.75     37.86  \n",
      "6260      23.70     37.96  \n",
      "6261      23.65     37.94  \n",
      "6262      22.95     40.63  \n",
      "6263      22.94     40.63  \n",
      "6264      25.33     37.44  \n",
      "6265      28.22     36.45  \n",
      "6266      24.02     35.52  \n",
      "6267      25.12     35.34  \n",
      "6268      25.13     35.34  \n",
      "6269      25.13     35.34   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "GT \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number          Store Name Ownership Type  \\\n",
      "6270  Starbucks  26819-245706          Miraflores       Licensed   \n",
      "6271  Starbucks  21692-214012        Paseo Cayala       Licensed   \n",
      "6272  Starbucks  20309-204645  Starbucks La Noria       Licensed   \n",
      "6273  Starbucks  47001-248636   Zona Bancaria, Z9       Licensed   \n",
      "6274  Starbucks  26486-227366          FONTABELLA       Licensed   \n",
      "6275  Starbucks  15243-155286        Oakland Mall       Licensed   \n",
      "6276  Starbucks  15097-155287  Pradera Concepcion       Licensed   \n",
      "\n",
      "                                         Street Address             City  \\\n",
      "6270                                   10 calle, Zona 9        Guatemala   \n",
      "6271  Blv. Rafael Landivar 10-05  Zona 16, Paseo Cayala        Guatemala   \n",
      "6272                                            UNKNOWN        Guatemala   \n",
      "6273  Banco de Occidente, 7 av y 8va calle, Z9, Guat...        Guatemala   \n",
      "6274   Plaza Fontabella, 4a Avenida y 12 Calle, Zona 10   Guatemala City   \n",
      "6275                                Diagonal 6, Zona 10   Guatemala City   \n",
      "6276                              Carretera al Salvador  San Jose Pinula   \n",
      "\n",
      "     State/Province Country Postcode Phone Number  \\\n",
      "6270             GU      GT      NaN          NaN   \n",
      "6271             GU      GT      NaN          NaN   \n",
      "6272             GU      GT      NaN          NaN   \n",
      "6273             GU      GT      NaN          NaN   \n",
      "6274             GU      GT      NaN          NaN   \n",
      "6275             GU      GT      NaN          NaN   \n",
      "6276             GU      GT      NaN          NaN   \n",
      "\n",
      "                            Timezone  Longitude  Latitude  \n",
      "6270  GMT+000000 America/Tegucigalpa     -90.56     14.62  \n",
      "6271  GMT+000000 America/Tegucigalpa     -90.49     14.61  \n",
      "6272  GMT+000000 America/Tegucigalpa     -90.53     14.62  \n",
      "6273  GMT+000000 America/Tegucigalpa     -90.31     14.36  \n",
      "6274  GMT+000000 America/Tegucigalpa     -90.51     14.60  \n",
      "6275  GMT+000000 America/Tegucigalpa     -90.51     14.60  \n",
      "6276  GMT+000000 America/Tegucigalpa     -90.45     14.55   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "HU \n",
      " <class 'str'>\n",
      "--------------------\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "          Brand  Store Number                        Store Name  \\\n",
      "6277  Starbucks  26730-245246      HUN_SBUX_Budapest_Hilton_ILS   \n",
      "6278  Starbucks  19098-198404                Starbucks MOM Park   \n",
      "6279  Starbucks  28488-249978  HUN_SBUX_Budapest_University_ILS   \n",
      "6280  Starbucks  49264-267872      HUN_SBUX_Budapest_Keleti_ILS   \n",
      "6281  Starbucks   9029-151185                 Starbucks Westend   \n",
      "6282  Starbucks  16068-162564                   Starbucks Széna   \n",
      "6283  Starbucks  16568-172205                   Starbucks Aréna   \n",
      "6284  Starbucks  23820-233051                   Starbucks Allee   \n",
      "6285  Starbucks  25543-241384                 Starbucks Oktogon   \n",
      "6286  Starbucks  49521-269624     HUN_SBUX_Budapest_Astoria_ILS   \n",
      "6287  Starbucks  19097-196324                   Starbucks Árkád   \n",
      "6288  Starbucks  28489-249269                  Starbucks Corvin   \n",
      "6289  Starbucks   7083-150311                Starbucks Bazilika   \n",
      "6290  Starbucks   1557-152967                  Starbucks Mammut   \n",
      "6291  Starbucks   1796-142667                  Starbucks Király   \n",
      "6292  Starbucks  17057-179045                 Starbucks Fashion   \n",
      "\n",
      "     Ownership Type                              Street Address      City  \\\n",
      "6277  Joint Venture                        1-3 Hess Andras str.  Budapest   \n",
      "6278  Joint Venture                               Alkotás út 53  Budapest   \n",
      "6279  Joint Venture                               4 Egyetem sqr  Budapest   \n",
      "6280  Joint Venture                            14 Baross square  Budapest   \n",
      "6281  Joint Venture                                 Váci út 1-3  Budapest   \n",
      "6282  Joint Venture                              Margit krt. 91  Budapest   \n",
      "6283  Joint Venture                   Kerepesi út 9, Allee Mall  Budapest   \n",
      "6284  Joint Venture             Október huszonharmadika u. 6-10  Budapest   \n",
      "6285  Joint Venture              4 Oktogon sqr, H-1067 Budapest  Budapest   \n",
      "6286  Joint Venture  1-3 Rakoczi str, East West Business Center  Budapest   \n",
      "6287  Joint Venture                 Kerepesi ut 61, Corvin Mall  Budapest   \n",
      "6288  Joint Venture          Futó u. 37-45, Szent Istvan Square  Budapest   \n",
      "6289  Joint Venture                         Hercegprímás utca 7  Budapest   \n",
      "6290  Joint Venture                            Lövoház utca 2-6  Budapest   \n",
      "6291  Joint Venture                            Erzsébet krt. 53  Budapest   \n",
      "6292  Joint Venture                         Deák Ferenc utca 23  Budapest   \n",
      "\n",
      "     State/Province Country Postcode Phone Number                  Timezone  \\\n",
      "6277             BU      HU     1014          NaN  GMT+1:00 Europe/Budapest   \n",
      "6278             BU      HU     1123  36706821922  GMT+1:00 Europe/Budapest   \n",
      "6279             BU      HU     1053          NaN  GMT+1:00 Europe/Budapest   \n",
      "6280             BU      HU     1077          NaN  GMT+1:00 Europe/Budapest   \n",
      "6281             BU      HU     1062  36706821910  GMT+1:00 Europe/Budapest   \n",
      "6282             BU      HU     1024  36706821916  GMT+1:00 Europe/Budapest   \n",
      "6283             BU      HU     1087  36706821920  GMT+1:00 Europe/Budapest   \n",
      "6284             BU      HU   H-1117  36706821802  GMT+1:00 Europe/Budapest   \n",
      "6285             BU      HU     1067  36706821801  GMT+1:00 Europe/Budapest   \n",
      "6286             BU      HU     1088          NaN  GMT+1:00 Europe/Budapest   \n",
      "6287             BU      HU     1106  36706821918  GMT+1:00 Europe/Budapest   \n",
      "6288             BU      HU     1083  36706821929  GMT+1:00 Europe/Budapest   \n",
      "6289             BU      HU     1054  36706821914  GMT+1:00 Europe/Budapest   \n",
      "6290             BU      HU     1024  36706821912  GMT+1:00 Europe/Budapest   \n",
      "6291             BU      HU     1073  36706821907  GMT+1:00 Europe/Budapest   \n",
      "6292             BU      HU     1052  36706821908  GMT+1:00 Europe/Budapest   \n",
      "\n",
      "      Longitude  Latitude  \n",
      "6277      19.03     47.50  \n",
      "6278      19.02     47.49  \n",
      "6279      19.06     47.49  \n",
      "6280      19.08     47.50  \n",
      "6281      19.06     47.51  \n",
      "6282      19.03     47.51  \n",
      "6283      19.09     47.50  \n",
      "6284      19.06     47.47  \n",
      "6285      19.06     47.51  \n",
      "6286      19.06     47.49  \n",
      "6287      19.14     47.50  \n",
      "6288      19.07     47.49  \n",
      "6289      19.05     47.50  \n",
      "6290      19.03     47.51  \n",
      "6291      19.07     47.50  \n",
      "6292      19.05     47.50   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "ID \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number                           Store Name  \\\n",
      "6293  Starbucks  25380-240833         Park 23 Entertainment Center   \n",
      "6294  Starbucks   35627-96421                  Bali Discovery Mall   \n",
      "6295  Starbucks  25562-241564                            Tanah Lot   \n",
      "6296  Starbucks   8094-150707             Denpasar Imperial Palace   \n",
      "6297  Starbucks  17160-177137                     Kuta Beachwalk 2   \n",
      "...         ...           ...                                  ...   \n",
      "6556  Starbucks  32780-136394  Cambridge City Square- Ground Floor   \n",
      "6557  Starbucks  17053-177136                         Hermes Plaza   \n",
      "6558  Starbucks  21426-212585        Kuala Namu Departure Terminal   \n",
      "6559  Starbucks   35622-94319                      Sun Plaza Medan   \n",
      "6560  Starbucks  31888-120065                      Plaza Ambarukmo   \n",
      "\n",
      "     Ownership Type                                     Street Address  \\\n",
      "6293       Licensed                     Jalan Kediri Circus Water Park   \n",
      "6294       Licensed                     JL Kartika Plaza, Ground Floor   \n",
      "6295       Licensed       Jalan By Pass Braban Nyanyi Tabanan, Tabanan   \n",
      "6296       Licensed               Jl. Teuku Umar No. 177-179, Denpasar   \n",
      "6297       Licensed                        Kuta Beach, Jl Br Pande Mas   \n",
      "...             ...                                                ...   \n",
      "6556       Licensed         JL Zainul Arifin, Medan Baru, Ground Floor   \n",
      "6557       Licensed       Jl. Robert Wolter Monginsidi, Sumatera Utara   \n",
      "6558       Licensed  2nd floor Departure Terminal, Sumatera Utara D...   \n",
      "6559       Licensed           JL K.H. Zainul Arifin No 7, Ground Floor   \n",
      "6560       Licensed               JL. Laksda Adi Sucipto, Ground Floor   \n",
      "\n",
      "            City State/Province Country Postcode   Phone Number  \\\n",
      "6293      Badung             BA      ID      NaN            NaN   \n",
      "6294        Bali             BA      ID    80361   0361-769-746   \n",
      "6295        Bali             BA      ID    82121            NaN   \n",
      "6296        Bali             BA      ID    80114            NaN   \n",
      "6297        Bali             BA      ID    80361            NaN   \n",
      "...          ...            ...     ...      ...            ...   \n",
      "6556       Medan             SU      ID    20152   061-457-7173   \n",
      "6557       Medan             SU      ID    20157            NaN   \n",
      "6558       Medan             SU      ID    20362            NaN   \n",
      "6559       Medan             SU      ID      NaN   061-450-1005   \n",
      "6560  Yogyakarta             YO      ID    55281  0274-433-1372   \n",
      "\n",
      "                      Timezone  Longitude  Latitude  \n",
      "6293  GMT+000000 Asia/Makassar     115.18     -8.74  \n",
      "6294  GMT+000000 Asia/Makassar     115.17     -8.73  \n",
      "6295  GMT+000000 Asia/Makassar     115.11     -8.61  \n",
      "6296  GMT+000000 Asia/Makassar     115.21     -8.68  \n",
      "6297  GMT+000000 Asia/Makassar     115.17     -8.72  \n",
      "...                        ...        ...       ...  \n",
      "6556    GMT+07:00 Asia/Jakarta      98.67      3.58  \n",
      "6557    GMT+07:00 Asia/Jakarta     106.81     -6.24  \n",
      "6558    GMT+07:00 Asia/Jakarta      98.68      3.72  \n",
      "6559    GMT+07:00 Asia/Jakarta      98.67      3.58  \n",
      "6560    GMT+07:00 Asia/Jakarta     110.39     -7.78  \n",
      "\n",
      "[268 rows x 13 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "IE \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number          Store Name Ownership Type  \\\n",
      "6561  Starbucks  24731-238865  Castle Street Bray       Licensed   \n",
      "6562  Starbucks  24079-235589         Mahon Point       Licensed   \n",
      "6563  Starbucks  49255-267804      Blackpool Cork       Licensed   \n",
      "6564  Starbucks  27322-247292    Patrick's Street       Licensed   \n",
      "6565  Starbucks  24733-238866             Douglas       Licensed   \n",
      "...         ...           ...                 ...            ...   \n",
      "6629  Starbucks  21762-215148     Citygate - Cork       Licensed   \n",
      "6630  Starbucks  25908-242938          Opera Lane       Licensed   \n",
      "6631  Starbucks  25691-242137      Princes Street       Licensed   \n",
      "6632  Starbucks  48222-262309         Albert Quay       Licensed   \n",
      "6633  Starbucks  50642-275045          Castletroy       Licensed   \n",
      "\n",
      "                                         Street Address       City  \\\n",
      "6561  Unit 16-17 Castle Street Shopping Centre, Cast...       Bray   \n",
      "6562  First Floor, Kiosk 7, Mahon Point Shopping Centre       Cork   \n",
      "6563           Units 31a & 31b, Blackpool SC, Blackpool       Cork   \n",
      "6564                                  11 Patrick Street  Cork City   \n",
      "6565                 Unit 30-34 Douglas Shopping Centre    Douglas   \n",
      "...                                                 ...        ...   \n",
      "6629  City Gate, Park HIl, Cork, Block A, City Gate ...       Cork   \n",
      "6630           Queen Anne Building, Unit 19, Opera Lane       Cork   \n",
      "6631                                  39 Princes Street       Cork   \n",
      "6632                           1 Albert Quay, Cork City       Cork   \n",
      "6633    Unit 11, Castletroy Shopping centre, Castletroy   Limerick   \n",
      "\n",
      "     State/Province Country Postcode Phone Number                Timezone  \\\n",
      "6561              C      IE        1  01 276 4635  GMT+0:00 Europe/Dublin   \n",
      "6562              C      IE        1  021 4515423  GMT+0:00 Europe/Dublin   \n",
      "6563              C      IE        0  021 4212277  GMT+0:00 Europe/Dublin   \n",
      "6564              C      IE        0  021 4273662  GMT+0:00 Europe/Dublin   \n",
      "6565              C      IE      NaN  021 4893197  GMT+0:00 Europe/Dublin   \n",
      "...             ...     ...      ...          ...                     ...   \n",
      "6629              M      IE      NaN  021 4359007  GMT+0:00 Europe/Dublin   \n",
      "6630              M      IE      NaN  021 4274785  GMT+0:00 Europe/Dublin   \n",
      "6631              M      IE      NaN  021 4278989  GMT+0:00 Europe/Dublin   \n",
      "6632              M      IE        0  021 4316959  GMT+0:00 Europe/Dublin   \n",
      "6633              M      IE        0          NaN  GMT+0:00 Europe/Dublin   \n",
      "\n",
      "      Longitude  Latitude  \n",
      "6561      -6.11     53.21  \n",
      "6562      -8.40     51.89  \n",
      "6563      -8.47     51.92  \n",
      "6564      -8.47     51.90  \n",
      "6565      -8.44     51.88  \n",
      "...         ...       ...  \n",
      "6629      -8.41     51.89  \n",
      "6630      -8.47     51.90  \n",
      "6631      -8.48     51.90  \n",
      "6632      -8.46     51.90  \n",
      "6633      -8.55     52.67  \n",
      "\n",
      "[73 rows x 13 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "IN \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number     Store Name Ownership Type  \\\n",
      "6634  Starbucks  23149-228271  Banjara Hills  Joint Venture   \n",
      "6635  Starbucks  23191-228548     Kukatpally  Joint Venture   \n",
      "6636  Starbucks  23193-228546       Madhapur  Joint Venture   \n",
      "6637  Starbucks  23180-228545  Jubilee Hills  Joint Venture   \n",
      "6638  Starbucks  24457-238129   Hi-Tech City  Joint Venture   \n",
      "...         ...           ...            ...            ...   \n",
      "6717  Starbucks  25647-242045     Royapettah  Joint Venture   \n",
      "6718  Starbucks  25269-240401     Anna Nagar  Joint Venture   \n",
      "6719  Starbucks  23145-228267      Velachery  Joint Venture   \n",
      "6720  Starbucks  27719-248626       Alwarpet  Joint Venture   \n",
      "6721  Starbucks  25065-239844      Sector 16  Joint Venture   \n",
      "\n",
      "                                         Street Address       City  \\\n",
      "6634  Lower Ground Floor, GVK One, Road Number 1, Ba...  Hyderabad   \n",
      "6635  Upper Ground Floor, Forum Sujana Mall, Kukatpally  Hyderabad   \n",
      "6636         Lower Ground Floor, Inorbit Mall, Madhapur  Hyderabad   \n",
      "6637  Ground Floor, Road No. 92, Near Apollo hospita...  Hyderabad   \n",
      "6638  Upper Ground Floor, Phoenix tower A, Opposite ...  Hyderabad   \n",
      "...                                                 ...        ...   \n",
      "6717  Ground Floor, Express Avenue Mall, Whites Road...    Chennai   \n",
      "6718  TBR tower, Y block, 2nd Avenue, Near Ayyappa T...    Chennai   \n",
      "6719  Upper Ground Floor, Phoenix marketcity, Velach...    Chennai   \n",
      "6720  Ground Floor, MGN Splendor, Off Chamiers Road,...    Chennai   \n",
      "6721          Ground Floor, Gardens Galleria, Sector 16      Noida   \n",
      "\n",
      "     State/Province Country Postcode Phone Number                  Timezone  \\\n",
      "6634             AP      IN   500034          NaN  GMT+05:30 Asia/New_Delhi   \n",
      "6635             AP      IN   500072          NaN  GMT+05:30 Asia/New_Delhi   \n",
      "6636             AP      IN   500081          NaN  GMT+05:30 Asia/New_Delhi   \n",
      "6637             AP      IN   500033          NaN  GMT+05:30 Asia/New_Delhi   \n",
      "6638             AP      IN   500084          NaN  GMT+05:30 Asia/New_Delhi   \n",
      "...             ...     ...      ...          ...                       ...   \n",
      "6717             TN      IN   600014          NaN  GMT+05:30 Asia/New_Delhi   \n",
      "6718             TN      IN   600040          NaN  GMT+05:30 Asia/New_Delhi   \n",
      "6719             TN      IN   600042          NaN  GMT+05:30 Asia/New_Delhi   \n",
      "6720             TN      IN   600018          NaN  GMT+05:30 Asia/New_Delhi   \n",
      "6721             UP      IN   201301          NaN  GMT+05:30 Asia/New_Delhi   \n",
      "\n",
      "      Longitude  Latitude  \n",
      "6634      78.45     17.42  \n",
      "6635      78.39     17.48  \n",
      "6636      78.39     17.43  \n",
      "6637      78.42     17.42  \n",
      "6638      78.38     17.45  \n",
      "...         ...       ...  \n",
      "6717      80.26     13.06  \n",
      "6718      80.21     13.09  \n",
      "6719      80.22     12.99  \n",
      "6720      80.25     13.03  \n",
      "6721      77.33     28.57  \n",
      "\n",
      "[88 rows x 13 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "JO \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number                     Store Name Ownership Type  \\\n",
      "6722  Starbucks  47934-260548               Abdali boulevard       Licensed   \n",
      "6723  Starbucks  29563-254254  Queen Alia Airport North Pier       Licensed   \n",
      "6724  Starbucks  18429-187745    Queen Alia Airport Air Side       Licensed   \n",
      "6725  Starbucks  18430-187744   Queen Alia Airport Land Side       Licensed   \n",
      "6726  Starbucks  29908-255885              Jordan University       Licensed   \n",
      "6727  Starbucks  26149-243750                Galleria Mall 2       Licensed   \n",
      "6728  Starbucks  29538-254255  Queen Alia Airport South Pier       Licensed   \n",
      "6729  Starbucks  23550-231165              Total Gas Station       Licensed   \n",
      "6730  Starbucks  15919-166664                    Al Taj mall       Licensed   \n",
      "6731  Starbucks   30683-99513                       مجمع مكة       Licensed   \n",
      "6732  Starbucks   34330-97726                          عبدون       Licensed   \n",
      "6733  Starbucks  31926-109364                      سلطان مول       Licensed   \n",
      "6734  Starbucks   34342-97960                         جيت وى       Licensed   \n",
      "6735  Starbucks  31639-106258                  عمان سيتى مول       Licensed   \n",
      "6736  Starbucks  32052-109244                  الدوار السابع       Licensed   \n",
      "6737  Starbucks  32265-122091                          تمليك       Licensed   \n",
      "6738  Starbucks  26977-245546              Irbid City Center       Licensed   \n",
      "\n",
      "                                         Street Address   City State/Province  \\\n",
      "6722                   Complex No 5, Ibn Al Nadeem St 5  Amman             AM   \n",
      "6723                   Queen Alia International Airport  Amman             AM   \n",
      "6724  Queen Alia International Aiport, Air Side, Arr...  Amman             AM   \n",
      "6725         Queen Alia International Aiport, Land Side  Amman             AM   \n",
      "6726  opposite Jordan University, Building 261, Quee...  Amman             AM   \n",
      "6727      Abed Al Raheem Al Hajj Mohammad st., Sweifieh  Amman             AM   \n",
      "6728                   Queen Alia International Airport  Amman             AM   \n",
      "6729           Wadi Saqra Road, Opposite Cyprus Embassy  Amman             AM   \n",
      "6730                               Shammut St, مجمع مكة  Amman             AM   \n",
      "6731                 مجمع مكة 2 مقابل الصويفية, الادارة   عمان             AM   \n",
      "6732                        شارع الامير هاشم, سلطان مول   عمان             AM   \n",
      "6733                  الصويفية- بلوك 1054-, مجمع جيت وى   عمان             AM   \n",
      "6734                            شارع الصويفية, سيتى مول   عمان             AM   \n",
      "6735    حديقة الساير- مقابل المدينة الطبية, سيدو الكردى   عمان             AM   \n",
      "6736  الدوار السابع- محمد الجوينى- مقابل مستشفى فيلا...   عمان             AM   \n",
      "6737  شارع الشريف ناصر بن جميل- قرب البنك الاردنى ال...   عمان             AM   \n",
      "6738                                  Irbid City Centre  Irbid             IR   \n",
      "\n",
      "     Country Postcode    Phone Number            Timezone  Longitude  Latitude  \n",
      "6722      JO        0             NaN  GMT+2:00 Asia/Gaza      35.91     31.96  \n",
      "6723      JO      962             NaN  GMT+2:00 Asia/Gaza      35.59     31.43  \n",
      "6724      JO      NaN             NaN  GMT+2:00 Asia/Gaza      35.60     31.43  \n",
      "6725      JO      NaN             NaN  GMT+2:00 Asia/Gaza      35.60     31.43  \n",
      "6726      JO      NaN             NaN  GMT+2:00 Asia/Gaza      35.78     32.04  \n",
      "6727      JO      NaN             NaN  GMT+2:00 Asia/Gaza      35.95     31.96  \n",
      "6728      JO      962             NaN  GMT+2:00 Asia/Gaza      35.59     31.43  \n",
      "6729      JO      NaN             NaN  GMT+2:00 Asia/Gaza      35.95     31.96  \n",
      "6730      JO      962  96279 712-5308  GMT+2:00 Asia/Gaza      35.92     32.04  \n",
      "6731      JO      962   96279926-3180  GMT+2:00 Asia/Gaza      35.84     31.98  \n",
      "6732      JO      962   96279926-3194  GMT+2:00 Asia/Gaza      35.89     31.94  \n",
      "6733      JO      962   96279926-3168  GMT+2:00 Asia/Gaza      35.87     31.95  \n",
      "6734      JO      962   96279926-3176  GMT+2:00 Asia/Gaza      35.86     31.96  \n",
      "6735      JO      962   96279926-3182  GMT+2:00 Asia/Gaza      35.84     31.98  \n",
      "6736      JO      962   96279926-3169  GMT+2:00 Asia/Gaza      35.85     31.97  \n",
      "6737      JO      962   96279926-3171  GMT+2:00 Asia/Gaza      35.89     31.97  \n",
      "6738      JO      NaN             NaN  GMT+2:00 Asia/Gaza      35.87     32.58   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "JP \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number                          Store Name  \\\n",
      "6739  Starbucks  26291-235224         AEON MALL Asahikawa Eki-mae   \n",
      "6740  Starbucks  31568-111246  Asahikawa Medical College Hospital   \n",
      "6741  Starbucks  47076-251782                      Asahikawa Toko   \n",
      "6742  Starbucks   30540-94875           AEON MALL Asahikawa-nishi   \n",
      "6743  Starbucks  15352-156247                 New Chitose Airport   \n",
      "...         ...           ...                                 ...   \n",
      "7971  Starbucks  15283-158545       OKINAWA OUTLET MALL ASHIBINAA   \n",
      "7972  Starbucks  30765-102058               Urasoe BARCLAYS COURT   \n",
      "7973  Starbucks   1394-137350                        Kyozuka City   \n",
      "7974  Starbucks   30562-96699                 Gushikawa Main City   \n",
      "7975  Starbucks  32396-137535                     Okinawa Yomitan   \n",
      "\n",
      "     Ownership Type                 Street Address        City State/Province  \\\n",
      "6739  Joint Venture           7-2-5 Miyashita-dori   Asahikawa              1   \n",
      "6740  Joint Venture  1-1 Midorigaoka-higashi 2jo 1   Asahikawa              1   \n",
      "6741  Company Owned      6-207-5 13jo Higashimitsu   Asahikawa              1   \n",
      "6742  Joint Venture    2161-3 23-chome Midorimachi   Asahikawa              1   \n",
      "6743  Joint Venture                   Bibi Chitose     Chitose              1   \n",
      "...             ...                            ...         ...            ...   \n",
      "7971  Joint Venture                1-1192 Toyosaki  Tomigusuku             47   \n",
      "7972  Joint Venture                  2-2-9 Touyama      Urasoe             47   \n",
      "7973  Joint Venture                    652 Kyozuka      Urasoe             47   \n",
      "7974  Joint Venture                      450-1 Esu       Uruma             47   \n",
      "7975  Joint Venture                  639-1 Furugen  Yomitanson             47   \n",
      "\n",
      "     Country  Postcode Phone Number              Timezone  Longitude  Latitude  \n",
      "6739      JP  070-0030          NaN  GMT+09:00 Asia/Tokyo     142.36     43.76  \n",
      "6740      JP  078-8510          NaN  GMT+09:00 Asia/Tokyo     142.38     43.73  \n",
      "6741      JP  078-8353          NaN  GMT+09:00 Asia/Tokyo     142.41     43.74  \n",
      "6742      JP  070-0823          NaN  GMT+09:00 Asia/Tokyo     142.32     43.79  \n",
      "6743      JP  066-0012          NaN  GMT+09:00 Asia/Tokyo     141.68     42.79  \n",
      "...      ...       ...          ...                   ...        ...       ...  \n",
      "7971      JP  901-0225          NaN  GMT+09:00 Asia/Tokyo     127.66     26.16  \n",
      "7972      JP  901-2104          NaN  GMT+09:00 Asia/Tokyo     127.74     26.25  \n",
      "7973      JP  901-2111          NaN  GMT+09:00 Asia/Tokyo     127.72     26.24  \n",
      "7974      JP  904-2244          NaN  GMT+09:00 Asia/Tokyo     127.83     26.35  \n",
      "7975      JP  904-0314          NaN  GMT+09:00 Asia/Tokyo     127.75     26.37  \n",
      "\n",
      "[1237 rows x 13 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "KH \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number              Store Name Ownership Type  \\\n",
      "7976  Starbucks  47303-255586               Aeon Mall       Licensed   \n",
      "7977  Starbucks  47086-249506  Airport Departure Hall       Licensed   \n",
      "7978  Starbucks  50744-267984               TK Avenue       Licensed   \n",
      "7979  Starbucks  47295-255587            BKK Flagship       Licensed   \n",
      "\n",
      "                                         Street Address        City  \\\n",
      "7976               G/F, Lot-E0014 Aeon Mall, Phnom Penh  Phnom Penh   \n",
      "7977  Open Space, Phnom Penh International, Airport,...  Phnom Penh   \n",
      "7978      Lot No. FT1, TK Avenue,, Phnom Penh, Cambodia  Phnom Penh   \n",
      "7979  #14, St. 57 & 288, Sangkat Boeung Keng, Kang A...  Phnom Penh   \n",
      "\n",
      "     State/Province Country Postcode  Phone Number  \\\n",
      "7976             12      KH      NaN           NaN   \n",
      "7977             12      KH      NaN           NaN   \n",
      "7978             12      KH        0           NaN   \n",
      "7979             12      KH      NaN  855093897784   \n",
      "\n",
      "                        Timezone  Longitude  Latitude  \n",
      "7976  GMT+000000 Asia/Phnom_Penh     104.93     11.55  \n",
      "7977  GMT+000000 Asia/Phnom_Penh     104.84     11.55  \n",
      "7978  GMT+000000 Asia/Phnom_Penh     104.90     11.58  \n",
      "7979  GMT+000000 Asia/Phnom_Penh     104.93     11.55   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "KR \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number               Store Name Ownership Type  \\\n",
      "7980  Starbucks  20644-207432           Lafesta Square  Joint Venture   \n",
      "7981  Starbucks  28417-250406      bangbae cafe golmok  Joint Venture   \n",
      "7982  Starbucks  19176-199455             Wolgae Emart  Joint Venture   \n",
      "7983  Starbucks  23428-230106  Olympic Park North Gate  Joint Venture   \n",
      "7984  Starbucks  49283-267704              Mia Newtown  Joint Venture   \n",
      "...         ...           ...                      ...            ...   \n",
      "8968  Starbucks  17728-182446      Seongsan Ilchulbong  Joint Venture   \n",
      "8969  Starbucks  17479-182447             Jeju Jungmun  Joint Venture   \n",
      "8970  Starbucks  17934-187324            Jeju Seogwipo  Joint Venture   \n",
      "8971  Starbucks  23970-233826         Jeju Seogwipo DT  Joint Venture   \n",
      "8972  Starbucks  25168-238066          Jeju Jungmun DT  Joint Venture   \n",
      "\n",
      "                                         Street Address         City  \\\n",
      "7980  770-1, Janghangdong, Ilsandonggu, Goyangshi, G...   Gyeonggido   \n",
      "7981                                777-11 bangbae-dong    seocho-gu   \n",
      "7982                  333-1 Wolgae3dong, Nowongu, Seoul        Seoul   \n",
      "7983                      468 Seongnae-dong,Gangdong-gu        Seoul   \n",
      "7984                        812-2, Mia-dong, Gangbuk-gu        Seoul   \n",
      "...                                                 ...          ...   \n",
      "8968                  109-11, Seongsan-ri, Seongsan-eup     Seogwipo   \n",
      "8969                               2864-2, Saekdal-dong     Seogwipo   \n",
      "8970               293-9, Seogwi-dong, Jeju-do District  Seogwipo-si   \n",
      "8971                  231-6, 246, 248-1, Gangjeong-dong  Seogwipo-si   \n",
      "8972                               2476-1, Saekdal-dong  Seogwipo-si   \n",
      "\n",
      "     State/Province Country Postcode Phone Number              Timezone  \\\n",
      "7980             11      KR  410-380          NaN  GMT+09:00 Asia/Seoul   \n",
      "7981             11      KR  137-829          NaN  GMT+09:00 Asia/Seoul   \n",
      "7982             11      KR  139-050          NaN  GMT+09:00 Asia/Seoul   \n",
      "7983             11      KR  134-848          NaN  GMT+09:00 Asia/Seoul   \n",
      "7984             11      KR     1195          NaN  GMT+09:00 Asia/Seoul   \n",
      "...             ...     ...      ...          ...                   ...   \n",
      "8968             49      KR  699-903          NaN  GMT+09:00 Asia/Seoul   \n",
      "8969             49      KR  697-808          NaN  GMT+09:00 Asia/Seoul   \n",
      "8970             49      KR  697-842          NaN  GMT+09:00 Asia/Seoul   \n",
      "8971             49      KR  697-827          NaN  GMT+09:00 Asia/Seoul   \n",
      "8972             49      KR  697-807          NaN  GMT+09:00 Asia/Seoul   \n",
      "\n",
      "      Longitude  Latitude  \n",
      "7980     126.46     37.39  \n",
      "7981     126.99     37.49  \n",
      "7982     127.06     37.63  \n",
      "7983     127.13     37.53  \n",
      "7984     127.02     37.62  \n",
      "...         ...       ...  \n",
      "8968     126.94     33.46  \n",
      "8969     126.41     33.25  \n",
      "8970     126.56     33.25  \n",
      "8971     126.51     33.25  \n",
      "8972     126.42     33.26  \n",
      "\n",
      "[993 rows x 13 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "KW \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number                 Store Name Ownership Type  \\\n",
      "8973  Starbucks  48229-261811                  The Venue       Licensed   \n",
      "8974  Starbucks  24508-228048                      Sidra       Licensed   \n",
      "8975  Starbucks  48781-265294              Al Riqqa Park       Licensed   \n",
      "8976  Starbucks  26491-228049  Sabah Al Salem Drive Thru       Licensed   \n",
      "8977  Starbucks  31983-115251         أبراج عالية وغالية       Licensed   \n",
      "...         ...           ...                        ...            ...   \n",
      "9074  Starbucks  48230-260364           Sama Mall Egaila       Licensed   \n",
      "9075  Starbucks  47604-252765             Al Bairaq Mall       Licensed   \n",
      "9076  Starbucks  48380-263325           Trolley - Masael       Licensed   \n",
      "9077  Starbucks  28172-249826              Morouj Sahara       Licensed   \n",
      "9078  Starbucks  47737-252452    Mubarak Al Kabeer co-op       Licensed   \n",
      "\n",
      "                                  Street Address               City  \\\n",
      "8973                    Ajran Hasan Al Ajran St.         Abu Halifa   \n",
      "8974                       Coastal Road, Mahbula             Ahmadi   \n",
      "8975                        Al Ghous St, Block 5           Al Riqqa   \n",
      "8976  Plot #404, Block 1, Sabah Al-Salem, قطعة 6  Mubarak Al Kabeer   \n",
      "8977      شارع سالم الصباح السالم الصباح, قطعة 4       مدينة الكويت   \n",
      "...                                          ...                ...   \n",
      "9074                  Near 7th Ring Road, Egella             Egaila   \n",
      "9075                  Near 7th Ring Road, Egaila             Egaila   \n",
      "9076                Street 4, Block 1, Al Masael             Masela   \n",
      "9077                     Sahara Kuwait Golf Club  Mubarak Al-Kabeer   \n",
      "9078                   Mubrak Al Kabeer, Block 2   Mubrak Al Kabeer   \n",
      "\n",
      "     State/Province Country Postcode Phone Number                Timezone  \\\n",
      "8973             AH      KW        0          NaN  GMT+000000 Asia/Kuwait   \n",
      "8974             AH      KW      NaN          NaN  GMT+000000 Asia/Kuwait   \n",
      "8975             AH      KW        0          NaN  GMT+000000 Asia/Kuwait   \n",
      "8976             AH      KW      NaN          NaN  GMT+000000 Asia/Kuwait   \n",
      "8977             AH      KW      NaN     23720052  GMT+000000 Asia/Kuwait   \n",
      "...             ...     ...      ...          ...                     ...   \n",
      "9074             MU      KW        0          NaN  GMT+000000 Asia/Kuwait   \n",
      "9075             MU      KW      NaN          NaN  GMT+000000 Asia/Kuwait   \n",
      "9076             MU      KW        0          NaN  GMT+000000 Asia/Kuwait   \n",
      "9077             MU      KW      NaN          NaN  GMT+000000 Asia/Kuwait   \n",
      "9078             MU      KW      NaN          NaN  GMT+000000 Asia/Kuwait   \n",
      "\n",
      "      Longitude  Latitude  \n",
      "8973      48.12     29.14  \n",
      "8974      48.13     29.12  \n",
      "8975      48.06     29.09  \n",
      "8976      48.08     29.26  \n",
      "8977      48.13     29.15  \n",
      "...         ...       ...  \n",
      "9074      48.06     29.11  \n",
      "9075      48.06     29.17  \n",
      "9076      48.09     29.24  \n",
      "9077      48.09     29.19  \n",
      "9078      48.09     29.20  \n",
      "\n",
      "[106 rows x 13 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "KZ \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number        Store Name Ownership Type  \\\n",
      "9079  Starbucks  48625-260206         Globus BC       Licensed   \n",
      "9080  Starbucks  47575-250605       MEGA ALMATY       Licensed   \n",
      "9081  Starbucks  48626-260207        Globus SEC       Licensed   \n",
      "9082  Starbucks  47577-255887     Esentai Tower       Licensed   \n",
      "9083  Starbucks  47576-255317      Dostyk Plaza       Licensed   \n",
      "9084  Starbucks  47574-250606  MEGA PARK ALMATY       Licensed   \n",
      "9085  Starbucks  50507-261807            Keruen       Licensed   \n",
      "9086  Starbucks  50405-260391    Khan Shatyr SC       Licensed   \n",
      "\n",
      "                    Street Address       City State/Province Country Postcode  \\\n",
      "9079                Abaya ave, 109     Almaty            ALA      KZ        0   \n",
      "9080         Rozybakiev Street 263     Almaty            ALA      KZ      NaN   \n",
      "9081                Abaya ave, 109     Almaty            ALA      KZ        0   \n",
      "9082             Al-Farabi ave, 77     Almaty            ALA      KZ      NaN   \n",
      "9083       Mikrorayon Samal-2, 111     Almaty            ALA      KZ      NaN   \n",
      "9084  Mukagali Makataev Street 127  Mega Park            ALA      KZ      NaN   \n",
      "9085              Dostyk street, 9     Astana            AST      KZ        0   \n",
      "9086                 Turan ave, 37     Astana            AST      KZ        0   \n",
      "\n",
      "     Phone Number                Timezone  Longitude  Latitude  \n",
      "9079          NaN  GMT+000000 Asia/Almaty      76.91     43.24  \n",
      "9080          NaN  GMT+000000 Asia/Almaty      76.89     43.20  \n",
      "9081          NaN  GMT+000000 Asia/Almaty      76.91     43.24  \n",
      "9082          NaN  GMT+000000 Asia/Almaty      76.93     43.22  \n",
      "9083          NaN  GMT+000000 Asia/Almaty      76.96     43.23  \n",
      "9084          NaN  GMT+000000 Asia/Almaty      76.93     43.26  \n",
      "9085          NaN  GMT+000000 Asia/Almaty      71.43     51.13  \n",
      "9086          NaN  GMT+000000 Asia/Almaty      71.40     51.13   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "LB \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number                   Store Name Ownership Type  \\\n",
      "9087  Starbucks  26790-245547                       Amioun       Licensed   \n",
      "9088  Starbucks  31671-235564                ا.ب.س. اشرفية       Licensed   \n",
      "9089  Starbucks  23072-227565                 Zaitunay Bay       Licensed   \n",
      "9090  Starbucks  14948-154125                  Palm Spring       Licensed   \n",
      "9091  Starbucks  49325-268226                       Rabiya       Licensed   \n",
      "9092  Starbucks  17022-178128                   ABC Dbyiah       Licensed   \n",
      "9093  Starbucks  15330-160184                       Kaslik       Licensed   \n",
      "9094  Starbucks  18960-184284           Beirut City Centre       Licensed   \n",
      "9095  Starbucks  18959-192507       Beirut City Centre - 2       Licensed   \n",
      "9096  Starbucks  48408-260731                   Mansourieh       Licensed   \n",
      "9097  Starbucks  23118-225148                Nabatieh Mall       Licensed   \n",
      "9098  Starbucks  22459-221404                   Saida Mall       Licensed   \n",
      "9099  Starbucks   34205-15554                       اشرفية       Licensed   \n",
      "9100  Starbucks   34203-14390                        حمراء       Licensed   \n",
      "9101  Starbucks   34222-21842                       فيردان       Licensed   \n",
      "9102  Starbucks  30639-105128                     سيتى مول       Licensed   \n",
      "9103  Starbucks   34304-90821                       سبينيز       Licensed   \n",
      "9104  Starbucks   34250-44260                      جالاكسى       Licensed   \n",
      "9105  Starbucks   34265-17895                       الزلقة       Licensed   \n",
      "9106  Starbucks  32578-133651             كورنيش عين مريسة       Licensed   \n",
      "9107  Starbucks  32227-118864              ميترو سوبر ستور       Licensed   \n",
      "9108  Starbucks   1382-140670                   ا.ب.س ضبية       Licensed   \n",
      "9109  Starbucks  24188-231168                 Aswak Beirut       Licensed   \n",
      "9110  Starbucks  26273-244209               LAU University       Licensed   \n",
      "9111  Starbucks  25655-241735            Spinneys Hazmiyeh       Licensed   \n",
      "9112  Starbucks  26201-243754           Total Nahr Ibrahim       Licensed   \n",
      "9113  Starbucks  26324-241737  Hazmiyeh Restaurants Garden       Licensed   \n",
      "9114  Starbucks  24084-235584                 Delora Hotel       Licensed   \n",
      "9115  Starbucks  26341-244291                    Sour City       Licensed   \n",
      "\n",
      "                                         Street Address         City  \\\n",
      "9087                                             Amioun       Beirut   \n",
      "9088  UR52 Alfred Naccache Street, L1, Facing Malak ...       Beirut   \n",
      "9089                                      Marina Beirut       Beirut   \n",
      "9090  EL Mrayseh, Facing Sakhrit el Rawche, Center e...       Beirut   \n",
      "9091                            Old Rabiya Road, Bayada       Beirut   \n",
      "9092                                     Dbayeh Highway       Beirut   \n",
      "9093  Kaslik shopping street, Behind crepaway restau...       Beirut   \n",
      "9094           Elias El Harawi Highway, Beirut District      Hazmieh   \n",
      "9095           Elias El Harawi Highway, Beirut District      Hazmieh   \n",
      "9096       Mansourieh Main Road, Mansourieh Gate Center   Mansourieh   \n",
      "9097                             South Region, Nabatieh     Nabatieh   \n",
      "9098  Nazih El Bizri Boulevard Saida, Al Janub, ساسي...        Saida   \n",
      "9099                  ساحة ساسين - اشرفية, مجمع الحمراء       اشرفية   \n",
      "9100              شارع الحمراء-مقابل مركز الدورادو, 732        بيروت   \n",
      "9101               شارع فيردان مقابل مركز 730, سيتى مول        بيروت   \n",
      "9102                             نهر الموت, مجمع سبينيز    جال الديب   \n",
      "9103           مصيطبة-قرب السفارة الروسية, مركز جالاكسى         جناح   \n",
      "9104  شارع كميل شمعون-قرب مستشفى جبل لبنان, الزلقة ب...          جية   \n",
      "9105             الزلقة مقابل مستشفى الهارون, حسين يحيى         زلقة   \n",
      "9106                  كورنيش عين مريسة, ميترو سوبر ستور    عين مريسة   \n",
      "9107         طريق غزير- قرب غارلى مطران, ا.ب.س سوبرستور         غزير   \n",
      "9108                طريق ضبية- جانب سوبرماركت سبنيز, L1  متن الشمالى   \n",
      "9109                                           Majidiye       Beirut   \n",
      "9110                                     Al Hussein St.       Beirut   \n",
      "9111  Hazmieh, between Chevrolet and, Assayad rounda...       Beirut   \n",
      "9112                          Jbeil Highway north bound       Beirut   \n",
      "9113                        Hazmiyeh Restaurants Street       Beirut   \n",
      "9114                                      Damascus Road      Chtaura   \n",
      "9115           Nabih Berreh Avenue, Tyre South Sea Side         Sour   \n",
      "\n",
      "     State/Province Country Postcode Phone Number                 Timezone  \\\n",
      "9087             BA      LB      NaN          NaN     GMT+2:00 Asia/Beirut   \n",
      "9088             BA      LB      NaN   9611202544     GMT+2:00 Asia/Beirut   \n",
      "9089             BA      LB      NaN          NaN     GMT+2:00 Asia/Beirut   \n",
      "9090             BA      LB      NaN   9611864123     GMT+2:00 Asia/Beirut   \n",
      "9091             BA      LB        0          NaN     GMT+2:00 Asia/Beirut   \n",
      "9092             BA      LB      NaN          NaN     GMT+2:00 Asia/Beirut   \n",
      "9093             BA      LB      NaN  961 9226153     GMT+2:00 Asia/Beirut   \n",
      "9094             BA      LB      NaN          NaN     GMT+2:00 Asia/Beirut   \n",
      "9095             BA      LB      NaN          NaN     GMT+2:00 Asia/Beirut   \n",
      "9096             BA      LB        0          NaN     GMT+2:00 Asia/Beirut   \n",
      "9097             BA      LB      NaN          NaN     GMT+2:00 Asia/Beirut   \n",
      "9098             BA      LB      NaN          NaN     GMT+2:00 Asia/Beirut   \n",
      "9099             BA      LB      NaN   9611320167     GMT+2:00 Asia/Beirut   \n",
      "9100             BA      LB      NaN   9611744305     GMT+2:00 Asia/Beirut   \n",
      "9101             BA      LB      NaN   9611804836     GMT+2:00 Asia/Beirut   \n",
      "9102             BA      LB      NaN   9611885093     GMT+2:00 Asia/Beirut   \n",
      "9103             BA      LB      NaN   9611825966     GMT+2:00 Asia/Beirut   \n",
      "9104             BA      LB      NaN   9611545976     GMT+2:00 Asia/Beirut   \n",
      "9105             BA      LB      NaN   9611901943     GMT+2:00 Asia/Beirut   \n",
      "9106             BA      LB      NaN   9611361531     GMT+2:00 Asia/Beirut   \n",
      "9107             BA      LB      NaN   9619851939     GMT+2:00 Asia/Beirut   \n",
      "9108             BA      LB      04-   9614419821     GMT+2:00 Asia/Beirut   \n",
      "9109             BI      LB      NaN          NaN     GMT+2:00 Asia/Beirut   \n",
      "9110             BI      LB      NaN          NaN     GMT+2:00 Asia/Beirut   \n",
      "9111             BI      LB      NaN          NaN     GMT+2:00 Asia/Beirut   \n",
      "9112             BI      LB      NaN          NaN     GMT+2:00 Asia/Beirut   \n",
      "9113             BI      LB      NaN          NaN     GMT+2:00 Asia/Beirut   \n",
      "9114             BI      LB      NaN          NaN     GMT+2:00 Asia/Beirut   \n",
      "9115             JA      LB      NaN          NaN  GMT+2:00 Asia/Jerusalem   \n",
      "\n",
      "      Longitude  Latitude  \n",
      "9087      35.81     34.30  \n",
      "9088      35.52     33.88  \n",
      "9089      35.50     33.90  \n",
      "9090      35.48     33.90  \n",
      "9091      35.57     33.85  \n",
      "9092      35.50     33.89  \n",
      "9093      35.62     33.95  \n",
      "9094      35.52     33.88  \n",
      "9095      35.51     33.89  \n",
      "9096      35.56     33.86  \n",
      "9097      35.50     33.89  \n",
      "9098      35.37     33.56  \n",
      "9099      35.52     33.89  \n",
      "9100      35.48     33.90  \n",
      "9101      35.48     33.89  \n",
      "9102      35.57     33.90  \n",
      "9103      35.49     33.87  \n",
      "9104      35.53     33.86  \n",
      "9105      35.57     33.90  \n",
      "9106      35.48     33.90  \n",
      "9107      35.72     33.94  \n",
      "9108      35.59     33.93  \n",
      "9109      35.51     33.90  \n",
      "9110      35.50     33.89  \n",
      "9111      35.50     33.89  \n",
      "9112      35.53     33.86  \n",
      "9113      35.54     33.86  \n",
      "9114      35.85     33.82  \n",
      "9115      35.20     33.27   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "LU \n",
      " <class 'str'>\n",
      "--------------------\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "          Brand  Store Number                          Store Name  \\\n",
      "9116  Starbucks  28143-243617  Aire de Berchem - Shell (autoroute   \n",
      "9117  Starbucks  28144-249586       Luxembourg Airport (landside)   \n",
      "\n",
      "     Ownership Type                      Street Address               City  \\\n",
      "9116       Licensed                       Autoroute E25            Berchem   \n",
      "9117       Licensed  Aéroport de Luxembourg lux-airport  Luxembourg-Findel   \n",
      "\n",
      "     State/Province Country Postcode Phone Number                    Timezone  \\\n",
      "9116              L      LU     3325          NaN  GMT+1:00 Europe/Luxembourg   \n",
      "9117              L      LU   L-2016          NaN  GMT+1:00 Europe/Luxembourg   \n",
      "\n",
      "      Longitude  Latitude  \n",
      "9116       6.12     49.54  \n",
      "9117       6.21     49.63   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "MA \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number                       Store Name Ownership Type  \\\n",
      "9118  Starbucks  19943-200904                       Carre Eden       Licensed   \n",
      "9119  Starbucks  47817-259904                Marrakesh Airport       Licensed   \n",
      "9120  Starbucks  47380-258070  Mohamed V International Airport       Licensed   \n",
      "9121  Starbucks  16532-172284                   Morocco Mall 2       Licensed   \n",
      "9122  Starbucks  23640-219604                 Villa Casablanca       Licensed   \n",
      "9123  Starbucks  18518-192024                   Anfa Place - 2       Licensed   \n",
      "9124  Starbucks  16186-169065                     Morocco Mall       Licensed   \n",
      "9125  Starbucks  23641-219584                    Train Station       Licensed   \n",
      "9126  Starbucks  16185-169064                          Anfa 92       Licensed   \n",
      "\n",
      "                                         Street Address        City  \\\n",
      "9118                                     MBU to provide   Marrakech   \n",
      "9119                            Menara, Marrakesh 40000   Marrakesh   \n",
      "9120         Mohamed V International Airport, Nouasseur  Casablanca   \n",
      "9121                    Boulevard De L'Ocean Atlantique  Casablanca   \n",
      "9122                       Boulevard Franklin Roosevelt  Casablanca   \n",
      "9123                     La Corniche, Ain Diab District  Casablanca   \n",
      "9124                    Boulevard De L'Ocean Atlantique  Casablanca   \n",
      "9125  Gare Casa port, Bvd Moulay Abderrahmane, 20 00...  Casablanca   \n",
      "9126                                        Anfa Street  Casablanca   \n",
      "\n",
      "     State/Province Country Postcode     Phone Number  \\\n",
      "9118             11      MA      NaN              NaN   \n",
      "9119             11      MA        0              NaN   \n",
      "9120             MA      MA      NaN              NaN   \n",
      "9121             MA      MA      NaN  00-212-522-79-6   \n",
      "9122             MA      MA      NaN              NaN   \n",
      "9123             MA      MA      NaN              NaN   \n",
      "9124             MA      MA      NaN  00-212-522-79-6   \n",
      "9125             MA      MA      NaN              NaN   \n",
      "9126             MA      MA      NaN  00-212-522-72-3   \n",
      "\n",
      "                          Timezone  Longitude  Latitude  \n",
      "9118  GMT+000000 Africa/Casablanca      -7.98     31.63  \n",
      "9119  GMT+000000 Africa/Casablanca      -8.03     31.60  \n",
      "9120  GMT+000000 Africa/Casablanca      -7.58     33.37  \n",
      "9121  GMT+000000 Africa/Casablanca      -7.71     33.57  \n",
      "9122  GMT+000000 Africa/Casablanca      -7.65     33.59  \n",
      "9123  GMT+000000 Africa/Casablanca      -7.67     33.60  \n",
      "9124  GMT+000000 Africa/Casablanca      -7.71     33.57  \n",
      "9125  GMT+000000 Africa/Casablanca      -7.59     33.57  \n",
      "9126  GMT+000000 Africa/Casablanca      -7.38     33.35   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "MC \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number                Store Name Ownership Type  \\\n",
      "9127  Starbucks  20441-200844  Rue de la Colle - Monaco       Licensed   \n",
      "9128  Starbucks  25963-243224           Ni Box - Monaco       Licensed   \n",
      "\n",
      "                        Street Address    City State/Province Country  \\\n",
      "9127  Lot Rainier III, Rue de la Colle  Monaco             MC      MC   \n",
      "9128                   35 bd. Louis II  Monaco             MC      MC   \n",
      "\n",
      "     Postcode Phone Number                Timezone  Longitude  Latitude  \n",
      "9127  MC98000          NaN  GMT+1:00 Europe/Monaco       7.42     43.73  \n",
      "9128    98000          NaN  GMT+1:00 Europe/Monaco       7.43     43.74   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "MX \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number                   Store Name Ownership Type  \\\n",
      "9129  Starbucks  25944-239829  City Express Aguascalientes       Licensed   \n",
      "9130  Starbucks  17065-178804             Plaza Las Palmas       Licensed   \n",
      "9131  Starbucks  32131-114607                      Altaria       Licensed   \n",
      "9132  Starbucks  32750-137046                     Asuncion       Licensed   \n",
      "9133  Starbucks  32110-119599                      Colosio       Licensed   \n",
      "...         ...           ...                          ...            ...   \n",
      "9703  Starbucks  20393-205056          Plaza Jardin Merida       Licensed   \n",
      "9704  Starbucks  32089-119556            Gran Plaza Merida       Licensed   \n",
      "9705  Starbucks  32752-139185             Zacatecas Centro       Licensed   \n",
      "9706  Starbucks  17987-184009           Galerias Zacatecas       Licensed   \n",
      "9707  Starbucks  32575-135724               Garcia Salinas       Licensed   \n",
      "\n",
      "                                         Street Address            City  \\\n",
      "9129              Blvd J Ma. Chavez No 1919,  San Pedro  Aguascalientes   \n",
      "9130  Av. Universidad No. 2229-A, Col. San José del ...  Aguascalientes   \n",
      "9131                      2 Rancho Las Trojes de Alonso  Aguascalientes   \n",
      "9132                   Blvd. Jose Maria Chavez No. 1531  Aguascalientes   \n",
      "9133  101 Prolongacion Ignacio Zaragoza, Fraccionami...  Aguascalientes   \n",
      "...                                                 ...             ...   \n",
      "9703                  Av. 32 n. 219 por calle 43, Norte          Merida   \n",
      "9704           493 Calle 29 x 50 Diag. Gonazlo Guerrero          Merida   \n",
      "9705                                  Ave Hidalgo 507-A       Zacatecas   \n",
      "9706  Col. Antigua Unidad Minera, El Bote, de Ciudad...       Zacatecas   \n",
      "9707               Blvd Garcia Salinas 311, La Estancia       Zacatecas   \n",
      "\n",
      "     State/Province Country Postcode Phone Number  \\\n",
      "9129            AGU      MX    20280          NaN   \n",
      "9130            AGU      MX    20130          NaN   \n",
      "9131            AGU      MX      NaN          NaN   \n",
      "9132            AGU      MX    20234          NaN   \n",
      "9133            AGU      MX    20115          NaN   \n",
      "...             ...     ...      ...          ...   \n",
      "9703            YUC      MX    97117          NaN   \n",
      "9704            YUC      MX    97118          NaN   \n",
      "9705            ZAC      MX    98000          NaN   \n",
      "9706            ZAC      MX    98040          NaN   \n",
      "9707            ZAC      MX    98097          NaN   \n",
      "\n",
      "                           Timezone  Longitude  Latitude  \n",
      "9129  GMT-06:00 America/Mexico_City    -102.29     21.84  \n",
      "9130  GMT-06:00 America/Mexico_City    -102.31     21.91  \n",
      "9131  GMT-06:00 America/Mexico_City    -102.29     21.92  \n",
      "9132  GMT-06:00 America/Mexico_City    -102.29     21.86  \n",
      "9133  GMT-06:00 America/Mexico_City    -102.30     21.92  \n",
      "...                             ...        ...       ...  \n",
      "9703  GMT-06:00 America/Mexico_City     -89.61     21.03  \n",
      "9704  GMT-06:00 America/Mexico_City     -89.63     21.03  \n",
      "9705  GMT-06:00 America/Mexico_City    -102.57     22.78  \n",
      "9706  GMT-06:00 America/Mexico_City    -102.60     22.78  \n",
      "9707      GMT-08:00 America/Tijuana    -117.01     32.51  \n",
      "\n",
      "[579 rows x 13 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "MY \n",
      " <class 'str'>\n",
      "--------------------\n",
      "          Brand  Store Number              Store Name Ownership Type  \\\n",
      "9708  Starbucks  22145-218090             Kluang Mall       Licensed   \n",
      "9709  Starbucks  22152-218094  Petronas Bayu Senibong       Licensed   \n",
      "9710  Starbucks  18927-184364               Seri Alam       Licensed   \n",
      "9711  Starbucks   1923-137105                The Zone       Licensed   \n",
      "9712  Starbucks  50001-272225           Senai Airport       Licensed   \n",
      "...         ...           ...                     ...            ...   \n",
      "9937  Starbucks   7028-254567  Sooka Sentral (Closed)       Licensed   \n",
      "9938  Starbucks  49170-267228          Labuan Airport       Licensed   \n",
      "9939  Starbucks  29788-255372              KSL Resort  Joint Venture   \n",
      "9940  Starbucks  26648-244844             Komtar JBCC       Licensed   \n",
      "9941  Starbucks  24880-197644                IOI City       Licensed   \n",
      "\n",
      "                                         Street Address  \\\n",
      "9708                   Jln Rambutan, G-10, Ground Floor   \n",
      "9709    Taman Bayu Senibong, Mukim Plentong, PTD 148135   \n",
      "9710                    8 Jalan Suria, Bandar Seri Alam   \n",
      "9711      88 Jalan Ibrahim Sutan, Stulang Laut, Level 1   \n",
      "9712    Lot S11, Aero Mall, Senai International Airport   \n",
      "...                                                 ...   \n",
      "9937          Jalan Stesen Sentral 5, G2B, Ground Floor   \n",
      "9938  L1L06, Level 1, Landside, Labuan Airport, Jala...   \n",
      "9939        32, Jalan Seladang, Taman Abad, Johor Bahru   \n",
      "9940  Lot No.239, Second Floor, JBCC, Johor Bahru Ci...   \n",
      "9941        Unit No. GE-2, Ground Floor,, IOI City Mall   \n",
      "\n",
      "                       City State/Province Country Postcode Phone Number  \\\n",
      "9708  Bandar Kluang, Kluang              1      MY    86000          NaN   \n",
      "9709          Bayu Senibong              1      MY    81750          NaN   \n",
      "9710            Johor Bahru              1      MY    81750          NaN   \n",
      "9711            Johor Bahru              1      MY    80300   07-2241702   \n",
      "9712            Johor Bahru              1      MY    81250          NaN   \n",
      "...                     ...            ...     ...      ...          ...   \n",
      "9937   Kuala Lumpur Sentral             14      MY    50470  03-27807188   \n",
      "9938                 Labuan             15      MY    87015          NaN   \n",
      "9939                  Johor             16      MY    80250          NaN   \n",
      "9940            Johor Bahru             16      MY    80000          NaN   \n",
      "9941              Putrajaya             16      MY    62502          NaN   \n",
      "\n",
      "                         Timezone  Longitude  Latitude  \n",
      "9708  GMT+08:00 Asia/Kuala_Lumpur     103.32      2.04  \n",
      "9709  GMT+08:00 Asia/Kuala_Lumpur     103.80      1.49  \n",
      "9710  GMT+08:00 Asia/Kuala_Lumpur     103.87      1.50  \n",
      "9711  GMT+08:00 Asia/Kuala_Lumpur     103.78      1.47  \n",
      "9712  GMT+08:00 Asia/Kuala_Lumpur     103.67      1.64  \n",
      "...                           ...        ...       ...  \n",
      "9937  GMT+08:00 Asia/Kuala_Lumpur     101.69      3.13  \n",
      "9938      GMT+000000 Asia/Kuching     115.26      5.30  \n",
      "9939  GMT+08:00 Asia/Kuala_Lumpur     103.76      1.48  \n",
      "9940  GMT+08:00 Asia/Kuala_Lumpur     103.76      1.46  \n",
      "9941  GMT+08:00 Asia/Kuala_Lumpur     101.71      2.97  \n",
      "\n",
      "[234 rows x 13 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "NL \n",
      " <class 'str'>\n",
      "--------------------\n",
      "           Brand  Store Number                           Store Name  \\\n",
      "9942   Starbucks  15814-161124              Arnhem Centraal Station   \n",
      "9943   Starbucks  15156-157248            Nijmegen Centraal Station   \n",
      "9944   Starbucks  23512-230426              University of Groningen   \n",
      "9945   Starbucks  15876-165971                         Groningen CS   \n",
      "9946   Starbucks  17809-180288           Den Bosch Centraal Station   \n",
      "9947   Starbucks  23254-228565                Breda Central Station   \n",
      "9948   Starbucks  48679-264568            Eindhoven Central Station   \n",
      "9949   Starbucks  19203-190884                    Eindhoven Airport   \n",
      "9950   Starbucks  22653-223105                University of Tilburg   \n",
      "9951   Starbucks  18017-180884                      Amstelveen Mall   \n",
      "9952   Starbucks   7159-150805                        Gouda Station   \n",
      "9953   Starbucks  17864-186764                               Damrak   \n",
      "9954   Starbucks  17906-193387             Amsterdam Amstel Station   \n",
      "9955   Starbucks  21580-210115               Ferdinand Bolstraat 45   \n",
      "9956   Starbucks  15661-154449         Leidsestraat 101 - Amsterdam   \n",
      "9957   Starbucks  15877-165969                    Amsterdam Bijlmer   \n",
      "9958   Starbucks  24610-228566    Amsterdam Central Station - IJHal   \n",
      "9959   Starbucks   4127-199504          Amsterdam (CS) - Westtunnel   \n",
      "9960   Starbucks  19025-192124                         Bloemenmarkt   \n",
      "9961   Starbucks  16337-164530         Utrechtsestraat 9 - The Bank   \n",
      "9962   Starbucks  20119-203425                          Overtoom 72   \n",
      "9963   Starbucks  15480-161126               Amsterdam Zuid Station   \n",
      "9964   Starbucks  15037-154446    Beethovenstraat 36-38 - Amsterdam   \n",
      "9965   Starbucks  17313-177109       Doubletree by Hilton Amsterdam   \n",
      "9966   Starbucks  22654-223064            Amsterdam Medisch Centrum   \n",
      "9967   Starbucks  18838-193385                      Haarlem Station   \n",
      "9968   Starbucks  15887-165985                    Station Hilversum   \n",
      "9969   Starbucks  48681-264567    Rijsenhout - Shell Den Ruygenhoek   \n",
      "9970   Starbucks  20867-208404                        EUR Rotterdam   \n",
      "9971   Starbucks  31963-122485               Schiphol Airport Plaza   \n",
      "9972   Starbucks   3098-139024         Schiphol Airport T2D Airside   \n",
      "9973   Starbucks  31552-209365            Schiphol Airport Lounge 1   \n",
      "9974   Starbucks  23462-230407          Schiphol Airport - The Base   \n",
      "9975   Starbucks  31964-122484          Schiphol Airport Arrivals 4   \n",
      "9976   Starbucks   8072-151124            Schiphol Airport Lounge 3   \n",
      "9977   Starbucks  19477-199486        Schiphol Airport Pier B and C   \n",
      "9978   Starbucks  25774-208945       Schiphol Airport -The Pavilion   \n",
      "9979   Starbucks  18596-192524                     Deventer Station   \n",
      "9980   Starbucks  26025-243263                  Universiteit Twente   \n",
      "9981   Starbucks  23822-233224               Zwolle Central Station   \n",
      "9982   Starbucks  18047-190885                        Amersfoort CS   \n",
      "9983   Starbucks  23252-228564           Breukelen - Shell Haarrijn   \n",
      "9984   Starbucks  16679-173704                             De Meern   \n",
      "9985   Starbucks  48682-264566      Harmelen - Shell Den Hellevliet   \n",
      "9986   Starbucks  15052-157245              Utrecht NS Hoofdkantoor   \n",
      "9987   Starbucks  26024-243256  Starbucks Utrecht CS Jaarbeurszijde   \n",
      "9988   Starbucks   4163-244066           Utrecht CS - Hoog Centraal   \n",
      "9989   Starbucks  18903-195030                   Hollandse Toren 97   \n",
      "9990   Starbucks  24652-238586                        Delft Station   \n",
      "9991   Starbucks  12753-228553             Den Haag Central Station   \n",
      "9992   Starbucks  24036-235244             Shell Station  Promenade   \n",
      "9993   Starbucks  23253-203436                    Grote Marktstraat   \n",
      "9994   Starbucks  15885-165987          Den Haag Holland Spoor (HS)   \n",
      "9995   Starbucks  27494-247887          Shell Zuidpunt Rijksweg A16   \n",
      "9996   Starbucks   5080-148204      Leiden Centraal - Main Entrance   \n",
      "9997   Starbucks  17618-173705                             Meerkerk   \n",
      "9998   Starbucks  29812-255424     Rijswijk - Shell Vrijenbanselaan   \n",
      "9999   Starbucks  18096-180285              Rotterdam CS - 1 Tunnel   \n",
      "10000  Starbucks  18254-180286                 Rotterdam CS - 2 Hal   \n",
      "\n",
      "      Ownership Type                                     Street Address  \\\n",
      "9942        Licensed                                      Stationsplein   \n",
      "9943        Licensed                                   Stationsplein 5a   \n",
      "9944        Licensed                   Broerstraat 4, 9712 CP Groningen   \n",
      "9945        Licensed                                    Stationsplein 3   \n",
      "9946        Licensed                                  Stationsplein 137   \n",
      "9947        Licensed                                   Stationsplein 16   \n",
      "9948        Licensed                                        Neckerspoel   \n",
      "9949        Licensed                                      Luchthavenweg   \n",
      "9950        Licensed                   Warandelaan 2, Goossens Building   \n",
      "9951   Company Owned                          Binnenhof 7c, City Centre   \n",
      "9952        Licensed                                      Orlyplein 103   \n",
      "9953   Company Owned                                      Damrak  80-81   \n",
      "9954        Licensed                                     Julianaplein 1   \n",
      "9955   Company Owned              21580 Ferdinand Bolstraat, Australian   \n",
      "9956   Company Owned                                   Leidsestraat 101   \n",
      "9957        Licensed                                Arena Boulevard 618   \n",
      "9958        Licensed                                    Stationsplein 9   \n",
      "9959        Licensed  Amsterdam Centraal Station, West Tunnel, Stati...   \n",
      "9960   Company Owned                                        Singel  480   \n",
      "9961   Company Owned  Starbucks The Bank, Rembrandtplein - Utrechtse...   \n",
      "9962   Company Owned                              Overtoom 72, Oud Zuid   \n",
      "9963        Licensed                                          Zuidplein   \n",
      "9964   Company Owned                              Beethovenstraat 36-38   \n",
      "9965        Licensed  Oosterdokskade 4, Ground Floor - Side of Stati...   \n",
      "9966        Licensed                                     Meibergdreef 9   \n",
      "9967        Licensed                                   Stationsplein 11   \n",
      "9968        Licensed                                   Stationsplein 11   \n",
      "9969        Licensed                         A4 Den Ruygen Hoek-West 29   \n",
      "9970        Licensed                Burgemeester Oudlaan 50, Food Plaza   \n",
      "9971        Licensed                                      Postbus 75041   \n",
      "9972        Licensed  Postbus 75041, Terminal 2 - Concourse D - Airside   \n",
      "9973        Licensed                                      Postbus 75041   \n",
      "9974        Licensed           Evert van de Beekstraat,Schiphol Centrum   \n",
      "9975        Licensed                                      Postbus 75041   \n",
      "9976        Licensed                                      Postbus 75041   \n",
      "9977        Licensed  Amsterdam-Schiphol Airport, AMS-Pier B&C, Post...   \n",
      "9978        Licensed           Schiphol Lounge 2 Airside- Postbus 75041   \n",
      "9979        Licensed                                      Stationsplein   \n",
      "9980        Licensed                                    Drienerlolaan 5   \n",
      "9981        Licensed                                       Oosterlaan 1   \n",
      "9982        Licensed                                   Stationsplein 85   \n",
      "9983        Licensed                            Rijksweg A2/E35 WZ nr 2   \n",
      "9984        Licensed                                       Meerndijk 59   \n",
      "9985        Licensed                                     Rijksweg A12 1   \n",
      "9986        Licensed                            Laan van Puntenburg 100   \n",
      "9987        Licensed                                 Stationstraverse 3   \n",
      "9988        Licensed                                      Stationshal 6   \n",
      "9989   Company Owned               Hollandse Toren 97, Centrum District   \n",
      "9990        Licensed                              van leeuwenhoeksingel   \n",
      "9991        Licensed                        Koningin Julianaplein 10-15   \n",
      "9992        Licensed                         Professor B.M.Teldersweg 4   \n",
      "9993   Company Owned                                  Grote Marktstraat   \n",
      "9994        Licensed                                      Stationsplein   \n",
      "9995        Licensed                                       Rijksweg A16   \n",
      "9996        Licensed                     Stationsplein 3, Main Entrance   \n",
      "9997        Licensed                                     Energieweg 116   \n",
      "9998        Licensed                                Vrijenlandsebaan 11   \n",
      "9999        Licensed                                      Stationsplein   \n",
      "10000       Licensed                                      Stationsplein   \n",
      "\n",
      "                   City State/Province Country Postcode    Phone Number  \\\n",
      "9942             Arnhem             GE      NL  6811 KK             NaN   \n",
      "9943           Nijmegen             GE      NL  6512 AB             NaN   \n",
      "9944          Groningen             GR      NL  9712 CP             NaN   \n",
      "9945          Groningen             GR      NL  9726 AE             NaN   \n",
      "9946   's-Hertogenbosch             NB      NL  5211 BM             NaN   \n",
      "9947              Breda             NB      NL  4811 BB             NaN   \n",
      "9948          Eindhoven             NB      NL  5611 AD             NaN   \n",
      "9949          Eindhoven             NB      NL  5657 EA             NaN   \n",
      "9950            Tilburg             NB      NL  5037 AB             NaN   \n",
      "9951         Amstelveen             NH      NL  1181 GE       206407779   \n",
      "9952          Amsterdam             NH      NL  1043 DT             NaN   \n",
      "9953          Amsterdam             NH      NL   1012LN  0031206 223461   \n",
      "9954          Amsterdam             NH      NL  1097 DN             NaN   \n",
      "9955          Amsterdam             NH      NL  1072 LM     31204932221   \n",
      "9956          Amsterdam             NH      NL  1017 NZ     31206241592   \n",
      "9957          Amsterdam             NH      NL  1011 DS             NaN   \n",
      "9958          Amsterdam             NH      NL  1012 AB             NaN   \n",
      "9959          Amsterdam             NH      NL  1012 AB             NaN   \n",
      "9960          Amsterdam             NH      NL  1017 AW   020 320 00 57   \n",
      "9961          Amsterdam             NH      NL  1017 CV     31205287755   \n",
      "9962          Amsterdam             NH      NL  1054 HL       204124863   \n",
      "9963          Amsterdam             NH      NL  1077 XV             NaN   \n",
      "9964          Amsterdam             NH      NL   1077JH     31206646444   \n",
      "9965          Amsterdam             NH      NL  1001 RD             NaN   \n",
      "9966          Amsterdam             NH      NL  1105 AZ             NaN   \n",
      "9967            Haarlem             NH      NL  2011 LR             NaN   \n",
      "9968          Hilversum             NH      NL  1211 EX             NaN   \n",
      "9969         Rijsenhout             NH      NL     1435             NaN   \n",
      "9970          Rotterdam             NH      NL  3062 PA             NaN   \n",
      "9971           Schiphol             NH      NL  1117 ZN             NaN   \n",
      "9972           Schiphol             NH      NL  1117 ZN             NaN   \n",
      "9973           Schiphol             NH      NL  1117 ZN             NaN   \n",
      "9974           Schiphol             NH      NL  1118 CL             NaN   \n",
      "9975           Schiphol             NH      NL  1117 ZN             NaN   \n",
      "9976           Schiphol             NH      NL  1117 ZN             NaN   \n",
      "9977            Schipol             NH      NL  1117 ZN             NaN   \n",
      "9978            Schipol             NH      NL  1117 ZN             NaN   \n",
      "9979           Deventer             OV      NL  7411 HB             NaN   \n",
      "9980           Enschede             OV      NL  7522 NB             NaN   \n",
      "9981             Zwolle             OV      NL  8011 GA             NaN   \n",
      "9982         Amersfoort             UT      NL  3818 LE             NaN   \n",
      "9983          Breukelen             UT      NL  3621 QQ             NaN   \n",
      "9984           De Meern             UT      NL  3454 HP             NaN   \n",
      "9985           Harmelen             UT      NL  3481 CV             NaN   \n",
      "9986            Utrecht             UT      NL  3511 ER             NaN   \n",
      "9987            Utrecht             UT      NL  3511 CA             NaN   \n",
      "9988            Utrecht             UT      NL  3511 CE             NaN   \n",
      "9989            Utrecht             UT      NL  3511 BN    310302381414   \n",
      "9990              Delft             ZH      NL  2611 AC             NaN   \n",
      "9991           Den Haag             ZH      NL  2595 AA             NaN   \n",
      "9992           Den Haag             ZH      NL  2585 JZ             NaN   \n",
      "9993           Den Haag             ZH      NL  2511 BJ     31703020263   \n",
      "9994           Den Haag             ZH      NL  2515 BT             NaN   \n",
      "9995          Dordrecht             ZH      NL  3316 EJ             NaN   \n",
      "9996             Leiden             ZH      NL  2312 AJ             NaN   \n",
      "9997           Meerkerk             ZH      NL  4231 DJ             NaN   \n",
      "9998           Rijswijk             ZH      NL  2289 EW             NaN   \n",
      "9999          Rotterdam             ZH      NL  3013 AJ             NaN   \n",
      "10000         Rotterdam             ZH      NL  3013 AJ             NaN   \n",
      "\n",
      "                        Timezone  Longitude  Latitude  \n",
      "9942   GMT+1:00 Europe/Amsterdam       5.90     51.98  \n",
      "9943   GMT+1:00 Europe/Amsterdam       5.85     51.84  \n",
      "9944   GMT+1:00 Europe/Amsterdam       6.56     53.22  \n",
      "9945   GMT+1:00 Europe/Amsterdam       6.56     53.21  \n",
      "9946   GMT+1:00 Europe/Amsterdam       5.30     51.69  \n",
      "9947   GMT+1:00 Europe/Amsterdam       4.78     51.60  \n",
      "9948   GMT+1:00 Europe/Amsterdam       5.48     51.44  \n",
      "9949   GMT+1:00 Europe/Amsterdam       5.40     51.46  \n",
      "9950   GMT+1:00 Europe/Amsterdam       5.04     51.56  \n",
      "9951   GMT+1:00 Europe/Amsterdam       4.86     52.30  \n",
      "9952   GMT+1:00 Europe/Amsterdam       4.84     52.39  \n",
      "9953   GMT+1:00 Europe/Amsterdam       4.89     52.37  \n",
      "9954   GMT+1:00 Europe/Amsterdam       4.92     52.35  \n",
      "9955   GMT+1:00 Europe/Amsterdam       4.89     52.36  \n",
      "9956   GMT+1:00 Europe/Amsterdam       4.88     52.36  \n",
      "9957   GMT+1:00 Europe/Amsterdam       4.95     52.31  \n",
      "9958   GMT+1:00 Europe/Amsterdam       4.90     52.38  \n",
      "9959   GMT+1:00 Europe/Amsterdam       4.90     52.38  \n",
      "9960   GMT+1:00 Europe/Amsterdam       4.89     52.37  \n",
      "9961   GMT+1:00 Europe/Amsterdam       4.90     52.37  \n",
      "9962   GMT+1:00 Europe/Amsterdam       4.88     52.36  \n",
      "9963   GMT+1:00 Europe/Amsterdam       4.87     52.34  \n",
      "9964   GMT+1:00 Europe/Amsterdam       4.88     52.35  \n",
      "9965   GMT+1:00 Europe/Amsterdam       4.90     52.38  \n",
      "9966   GMT+1:00 Europe/Amsterdam       4.96     52.30  \n",
      "9967   GMT+1:00 Europe/Amsterdam       4.64     52.39  \n",
      "9968   GMT+1:00 Europe/Amsterdam       5.18     52.23  \n",
      "9969   GMT+1:00 Europe/Amsterdam       4.69     52.26  \n",
      "9970   GMT+1:00 Europe/Amsterdam       4.52     51.92  \n",
      "9971   GMT+1:00 Europe/Amsterdam       4.76     52.31  \n",
      "9972   GMT+1:00 Europe/Amsterdam       4.77     52.31  \n",
      "9973   GMT+1:00 Europe/Amsterdam       4.75     52.31  \n",
      "9974   GMT+1:00 Europe/Amsterdam       4.75     52.31  \n",
      "9975   GMT+1:00 Europe/Amsterdam       4.76     52.31  \n",
      "9976   GMT+1:00 Europe/Amsterdam       4.75     52.31  \n",
      "9977   GMT+1:00 Europe/Amsterdam       4.75     52.31  \n",
      "9978   GMT+1:00 Europe/Amsterdam       4.75     52.31  \n",
      "9979   GMT+1:00 Europe/Amsterdam       6.16     52.26  \n",
      "9980   GMT+1:00 Europe/Amsterdam       6.85     52.24  \n",
      "9981   GMT+1:00 Europe/Amsterdam       6.09     52.51  \n",
      "9982   GMT+1:00 Europe/Amsterdam       5.37     52.15  \n",
      "9983   GMT+1:00 Europe/Amsterdam       5.00     52.14  \n",
      "9984   GMT+1:00 Europe/Amsterdam       5.03     52.07  \n",
      "9985   GMT+1:00 Europe/Amsterdam       4.98     52.08  \n",
      "9986   GMT+1:00 Europe/Amsterdam       5.11     52.09  \n",
      "9987   GMT+1:00 Europe/Amsterdam       5.11     52.09  \n",
      "9988   GMT+1:00 Europe/Amsterdam       5.11     52.09  \n",
      "9989   GMT+1:00 Europe/Amsterdam       5.11     52.09  \n",
      "9990   GMT+1:00 Europe/Amsterdam       4.36     52.01  \n",
      "9991   GMT+1:00 Europe/Amsterdam       4.32     52.08  \n",
      "9992   GMT+1:00 Europe/Amsterdam       4.29     52.10  \n",
      "9993   GMT+1:00 Europe/Amsterdam       4.31     52.08  \n",
      "9994   GMT+1:00 Europe/Amsterdam       4.32     52.07  \n",
      "9995   GMT+1:00 Europe/Amsterdam       4.63     51.74  \n",
      "9996   GMT+1:00 Europe/Amsterdam       4.48     52.17  \n",
      "9997   GMT+1:00 Europe/Amsterdam       4.98     51.90  \n",
      "9998   GMT+1:00 Europe/Amsterdam       4.35     52.03  \n",
      "9999   GMT+1:00 Europe/Amsterdam       4.47     51.92  \n",
      "10000  GMT+1:00 Europe/Amsterdam       4.47     51.92   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "NO \n",
      " <class 'str'>\n",
      "--------------------\n",
      "           Brand  Store Number                           Store Name  \\\n",
      "10001  Starbucks  23975-234484                  Jessheim Storsenter   \n",
      "10002  Starbucks  23682-232584                  Sandvika Storsenter   \n",
      "10003  Starbucks  29572-254329     Oslo Airport Landside Departures   \n",
      "10004  Starbucks  21471-200466                             Torggata   \n",
      "10005  Starbucks  29114-252386                          Aker Brygge   \n",
      "10006  Starbucks  20624-200471                               Oslo S   \n",
      "10007  Starbucks  20264-200472                            Oslo City   \n",
      "10008  Starbucks  23209-228385                               Skøyen   \n",
      "10009  Starbucks  26245-244108  Oslo - BI Norwegian Business School   \n",
      "10010  Starbucks  19938-200465                      Bogstadveien 60   \n",
      "10011  Starbucks  23605-231565                   Magasinet, Drammen   \n",
      "10012  Starbucks  22620-222825            Domkirkeplassen-Stavanger   \n",
      "10013  Starbucks  21540-213304                        Neumanns gate   \n",
      "10014  Starbucks  20472-205964                         Kjottbasaren   \n",
      "10015  Starbucks  19936-200470                   Solsiden,Trondheim   \n",
      "10016  Starbucks  19937-200469                   Kongens gate 10-14   \n",
      "10017  Starbucks  19763-200468            Trondheim Lufthavn Værnes   \n",
      "\n",
      "      Ownership Type                              Street Address        City  \\\n",
      "10001       Licensed                Storgata 6, Jessheim Sentrum    Jessheim   \n",
      "10002       Licensed                        Brodtkorpgt 7, Bærum    Sandvika   \n",
      "10003       Licensed  1st fl Landside Domestic, Dep. Unit 05.306  Gardermoen   \n",
      "10004       Licensed                  Torggata 17B, Oslo Sentrum        Oslo   \n",
      "10005       Licensed                     Stranden 7, Aker Brygge        Oslo   \n",
      "10006       Licensed      Jernbanetorget 1, Oslo Central Station        Oslo   \n",
      "10007       Licensed                 Stenersgata 1, Oslo Sentrum        Oslo   \n",
      "10008       Licensed                   Karenlyst Alle 11, Skøyen        Oslo   \n",
      "10009       Licensed                              Nydalsveien 37        Oslo   \n",
      "10010       Licensed                 Bogstadveien 60, Majorstuen        Oslo   \n",
      "10011       Licensed           Nedre Storgate 6, Drammen Sentrum     Drammen   \n",
      "10012       Licensed                           Domkirkeplassen 1   Stavanger   \n",
      "10013       Licensed            Neumanns gate 25, Bergen Sentrum      Bergen   \n",
      "10014       Licensed             Vetrlidsallmenningen 2, Bryggen      Bergen   \n",
      "10015       Licensed                       Beddingen 2, Solsiden   Trondheim   \n",
      "10016       Licensed       Kongens gate 10-14, Trondheim Sentrum   Trondheim   \n",
      "10017       Licensed   Trondheim Lufthavn Værnes, Nord Trøndelag    Stjørdal   \n",
      "\n",
      "      State/Province Country Postcode Phone Number              Timezone  \\\n",
      "10001              2      NO     2050          NaN  GMT+1:00 Europe/Oslo   \n",
      "10002              2      NO     1338          NaN  GMT+1:00 Europe/Oslo   \n",
      "10003              3      NO     2061          NaN  GMT+1:00 Europe/Oslo   \n",
      "10004              3      NO      183          NaN  GMT+1:00 Europe/Oslo   \n",
      "10005              3      NO      250   4792036078  GMT+1:00 Europe/Oslo   \n",
      "10006              3      NO      154          NaN  GMT+1:00 Europe/Oslo   \n",
      "10007              3      NO      550          NaN  GMT+1:00 Europe/Oslo   \n",
      "10008              3      NO      278          NaN  GMT+1:00 Europe/Oslo   \n",
      "10009              3      NO    NO-03          NaN  GMT+1:00 Europe/Oslo   \n",
      "10010              3      NO      366          NaN  GMT+1:00 Europe/Oslo   \n",
      "10011              6      NO     3015   464 26 508  GMT+1:00 Europe/Oslo   \n",
      "10012             11      NO     4006   458 46 094  GMT+1:00 Europe/Oslo   \n",
      "10013             12      NO     5015          NaN  GMT+1:00 Europe/Oslo   \n",
      "10014             12      NO     5014          NaN  GMT+1:00 Europe/Oslo   \n",
      "10015             16      NO     7014          NaN  GMT+1:00 Europe/Oslo   \n",
      "10016             16      NO     7011          NaN  GMT+1:00 Europe/Oslo   \n",
      "10017             17      NO     7500          NaN  GMT+1:00 Europe/Oslo   \n",
      "\n",
      "       Longitude  Latitude  \n",
      "10001      11.17     60.14  \n",
      "10002      10.52     59.89  \n",
      "10003      11.10     60.19  \n",
      "10004      10.75     59.92  \n",
      "10005      10.73     59.91  \n",
      "10006      10.75     59.91  \n",
      "10007      10.75     59.91  \n",
      "10008      10.68     59.92  \n",
      "10009      10.77     59.95  \n",
      "10010      10.72     59.93  \n",
      "10011      10.20     59.74  \n",
      "10012       5.73     58.97  \n",
      "10013       5.32     60.39  \n",
      "10014       5.33     60.40  \n",
      "10015      10.41     63.43  \n",
      "10016      10.40     63.43  \n",
      "10017      10.92     63.46   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "NZ \n",
      " <class 'str'>\n",
      "--------------------\n",
      "           Brand  Store Number                         Store Name  \\\n",
      "10018  Starbucks  31375-106771                     Symonds Street   \n",
      "10019  Starbucks   33814-32159                     277 Woolworths   \n",
      "10020  Starbucks   33807-12937                        Mission Bay   \n",
      "10021  Starbucks   33824-51680                   220 Queen Street   \n",
      "10022  Starbucks   33803-11358                         Browns Bay   \n",
      "10023  Starbucks  31118-103652                        Sylvia Park   \n",
      "10024  Starbucks  30740-101242                        Westgate-NZ   \n",
      "10025  Starbucks   33806-12934                           Takapuna   \n",
      "10026  Starbucks   33841-98093                     Lynnmall Kiosk   \n",
      "10027  Starbucks   33818-44762  Botany Town Centre - Ground Floor   \n",
      "10028  Starbucks   33837-78193                 Westfield St Lukes   \n",
      "10029  Starbucks   33815-28647                      George Street   \n",
      "10030  Starbucks  31394-105643                Westfield Chartwell   \n",
      "10031  Starbucks   33808-12936               Hamilton Ward Street   \n",
      "10032  Starbucks   33836-78080                       Invercargill   \n",
      "10033  Starbucks   33842-97882                             Napier   \n",
      "10034  Starbucks  30633-100055                             Nelson   \n",
      "10035  Starbucks   33826-62821                            Rotorua   \n",
      "10036  Starbucks   33844-95994                         Queenstown   \n",
      "10037  Starbucks   33835-70721                       New Plymouth   \n",
      "10038  Starbucks   33833-66322                           Tauranga   \n",
      "10039  Starbucks   33804-12935                       Lambton Quay   \n",
      "10040  Starbucks  30824-101424                         Lower Hutt   \n",
      "10041  Starbucks   33840-96678                     Riccarton Mall   \n",
      "\n",
      "      Ownership Type                                     Street Address  \\\n",
      "10018       Licensed                    37 Symonds Street Unit G01, CBD   \n",
      "10019       Licensed                            277 Broadway, Newmarket   \n",
      "10020       Licensed                       71 Tamaki Drive, Mission Bay   \n",
      "10021       Licensed                                   220 Queen Street   \n",
      "10022       Licensed                                        55 Clyde St   \n",
      "10023       Licensed               Sylvia Park Mount Wellington Highway   \n",
      "10024       Licensed           Westgate Shopping Centre, Massey, West A   \n",
      "10025       Licensed                       50 Hurstmere Road, Takapuna,   \n",
      "10026       Licensed               Great North Road, New Lynn, Kiosk K6   \n",
      "10027       Licensed                3 Park Way, Ground Floor - Shop 3PW   \n",
      "10028       Licensed  80 St Lukes Rd, Mt Albert, Tenancy 820, Penros...   \n",
      "10029       Licensed                              207 George St, Shop 2   \n",
      "10030       Licensed                Westfield Chartwell Shopping Centre   \n",
      "10031       Licensed                         Ward Street & Worley Place   \n",
      "10032       Licensed                                      55 Esk Street   \n",
      "10033       Licensed                                 Emerson St, Napier   \n",
      "10034       Licensed                               Trafalgar St, Nelson   \n",
      "10035       Licensed                              1248 Tutanekai Street   \n",
      "10036       Licensed                       Cnr The Mall and Camp Street   \n",
      "10037       Licensed                  Corner of Currie and Gill Streets   \n",
      "10038       Licensed                         Cnr Spring St & The Strand   \n",
      "10039       Licensed                               233-237 Lambton Quay   \n",
      "10040       Licensed                             6 Bunny St, Lower Hutt   \n",
      "10041       Licensed  Westfield shopping centre, Riccarton Rd, مبنى ...   \n",
      "\n",
      "               City State/Province Country Postcode Phone Number  \\\n",
      "10018      Auckland              N      NZ      NaN  09 368 4590   \n",
      "10019      Auckland              N      NZ      NaN  04 472 4861   \n",
      "10020      Auckland              N      NZ      NaN  09 528 0185   \n",
      "10021      Auckland              N      NZ      NaN  09 302 9753   \n",
      "10022      Auckland              N      NZ      NaN  09 478 5155   \n",
      "10023      Auckland              N      NZ      NaN  09 526 4138   \n",
      "10024      Auckland              N      NZ      NaN  09 832 8541   \n",
      "10025      Auckland              N      NZ      NaN  09 489 6770   \n",
      "10026      Auckland              N      NZ      NaN  09 826 5200   \n",
      "10027      Auckland              N      NZ      NaN  09 271 0389   \n",
      "10028      Auckland              N      NZ      NaN  09 845 4903   \n",
      "10029       Dunedin              N      NZ      NaN  03 474 0329   \n",
      "10030      Hamilton              N      NZ        0  07 852 5649   \n",
      "10031      Hamilton              N      NZ      NaN  07 839 7302   \n",
      "10032  Invercargill              N      NZ      NaN  03 214 0117   \n",
      "10033        Napier              N      NZ      NaN  06 834 2447   \n",
      "10034        Nelson              N      NZ      NaN  03 539 4440   \n",
      "10035       Rotorua              N      NZ      NaN  07 346 8301   \n",
      "10036     Southland              N      NZ      NaN  03 409 2182   \n",
      "10037      Taranaki              N      NZ      NaN  06 769 9348   \n",
      "10038      Tauranga              N      NZ      NaN  07 571 4023   \n",
      "10039    Wellington              N      NZ      NaN  04 472 4861   \n",
      "10040    Wellington              N      NZ      NaN  04 586 1357   \n",
      "10041  Christchurch              S      NZ      NaN  03 343 4920   \n",
      "\n",
      "                         Timezone  Longitude  Latitude  \n",
      "10018  GMT+12:00 Pacific/Auckland     174.77    -36.85  \n",
      "10019  GMT+12:00 Pacific/Auckland     174.78    -36.87  \n",
      "10020  GMT+12:00 Pacific/Auckland     174.83    -36.85  \n",
      "10021  GMT+12:00 Pacific/Auckland     174.77    -36.85  \n",
      "10022  GMT+12:00 Pacific/Auckland     174.78    -36.88  \n",
      "10023  GMT+12:00 Pacific/Auckland     174.84    -36.91  \n",
      "10024  GMT+12:00 Pacific/Auckland     174.61    -36.82  \n",
      "10025  GMT+12:00 Pacific/Auckland     174.77    -36.79  \n",
      "10026  GMT+12:00 Pacific/Auckland     174.68    -36.91  \n",
      "10027  GMT+12:00 Pacific/Auckland     174.91    -36.93  \n",
      "10028  GMT+12:00 Pacific/Auckland     174.73    -36.88  \n",
      "10029  GMT+12:00 Pacific/Auckland     170.50    -45.87  \n",
      "10030  GMT+12:00 Pacific/Auckland     175.28    -37.76  \n",
      "10031  GMT+12:00 Pacific/Auckland     175.28    -37.79  \n",
      "10032  GMT+12:00 Pacific/Auckland     168.35    -46.41  \n",
      "10033  GMT+12:00 Pacific/Auckland     176.92    -39.49  \n",
      "10034  GMT+12:00 Pacific/Auckland     173.28    -41.28  \n",
      "10035  GMT+12:00 Pacific/Auckland     176.25    -38.14  \n",
      "10036  GMT+12:00 Pacific/Auckland     167.71    -45.41  \n",
      "10037  GMT+12:00 Pacific/Auckland     175.47    -37.88  \n",
      "10038  GMT+12:00 Pacific/Auckland     176.17    -37.68  \n",
      "10039  GMT+12:00 Pacific/Auckland     174.78    -41.29  \n",
      "10040  GMT+12:00 Pacific/Auckland     174.90    -41.21  \n",
      "10041  GMT+12:00 Pacific/Auckland     172.61    -43.53   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "OM \n",
      " <class 'str'>\n",
      "--------------------\n",
      "           Brand  Store Number                 Store Name Ownership Type  \\\n",
      "10042  Starbucks  31442-105360       المركز ثروة  التجاري       Licensed   \n",
      "10043  Starbucks   34256-44279             مسقط سيتي سنتر       Licensed   \n",
      "10044  Starbucks   34338-97883        طريق  شاطئ الكورنيش       Licensed   \n",
      "10045  Starbucks   34283-77600          مجمع جوهرة الشاطئ       Licensed   \n",
      "10046  Starbucks   34277-76400           مجمع مدينة قابوس       Licensed   \n",
      "10047  Starbucks   1361-133893           القرم, سيتي سنتر       Licensed   \n",
      "10048  Starbucks  23216-228405                   The Wave       Licensed   \n",
      "10049  Starbucks  29309-253244        Muscat Oasis Centre       Licensed   \n",
      "10050  Starbucks  26493-234509                 Barka Mall       Licensed   \n",
      "10051  Starbucks  23195-228404               Jasmine Mall       Licensed   \n",
      "10052  Starbucks  25876-242845          Muscat Grand Mall       Licensed   \n",
      "10053  Starbucks  24187-234510  The Avenues Mall - Muscat       Licensed   \n",
      "\n",
      "                                          Street Address    City  \\\n",
      "10042  سلطنة عمان, ميناء الفهد,مجمع الثروة التجاري, ق...    مسقط   \n",
      "10043  سلطنة عمان, ميناء الفهد, المواليه, شارع قابوس,...    مسقط   \n",
      "10044  سلطنة عمان, ميناء الفهد, طريق الكورنيش,ق:226, ...    مسقط   \n",
      "10045  سلطنة عمان, ميناء الفهد , شاطئ القرم, مجمع جوه...    مسقط   \n",
      "10046  سلطنة عمان, ميناء الفهد, مدينة قابوس, مدينة بل...    مسقط   \n",
      "10047  سلطنة عمان, القرم , سيتي سنتر, ق:28,موقع رقم:0...    مسقط   \n",
      "10048                            18th of November Street  Muscat   \n",
      "10049  Muscat oasis Centre  , 3305 way, Al Khuwair, N...  Muscat   \n",
      "10050                       Barka, Sultan Qaboos Highway  Muscat   \n",
      "10051                                Al Khuwayr District  Muscat   \n",
      "10052                    Sultan Qaboous Highway, Bausher  Muscat   \n",
      "10053                     Bausher, Sultan Qaboos Highway  Muscat   \n",
      "\n",
      "      State/Province Country Postcode Phone Number               Timezone  \\\n",
      "10042             MA      OM      116     24567644  GMT+04:00 Asia/Muscat   \n",
      "10043             MA      OM      116     24558861  GMT+04:00 Asia/Muscat   \n",
      "10044             MA      OM      116     24564280  GMT+04:00 Asia/Muscat   \n",
      "10045             MA      OM      116     24601457  GMT+04:00 Asia/Muscat   \n",
      "10046             MA      OM      116     24699367  GMT+04:00 Asia/Muscat   \n",
      "10047             MA      OM      116     24470588  GMT+04:00 Asia/Muscat   \n",
      "10048             MU      OM      NaN          NaN   GMT+04:00 Asia/Dubai   \n",
      "10049             MU      OM      NaN          NaN  GMT+04:00 Asia/Muscat   \n",
      "10050             MU      OM      NaN          NaN  GMT+04:00 Asia/Muscat   \n",
      "10051             MU      OM      NaN          NaN   GMT+04:00 Asia/Dubai   \n",
      "10052             MU      OM      NaN          NaN   GMT+04:00 Asia/Dubai   \n",
      "10053             MU      OM      NaN          NaN   GMT+04:00 Asia/Dubai   \n",
      "\n",
      "       Longitude  Latitude  \n",
      "10042      58.51     23.62  \n",
      "10043      58.56     23.62  \n",
      "10044      58.55     23.59  \n",
      "10045      58.45     23.61  \n",
      "10046      58.46     23.60  \n",
      "10047      58.45     23.61  \n",
      "10048      56.28     25.99  \n",
      "10049      58.26     23.35  \n",
      "10050      57.89     23.69  \n",
      "10051      56.25     25.99  \n",
      "10052      56.25     25.99  \n",
      "10053      56.25     25.99   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "PA \n",
      " <class 'str'>\n",
      "--------------------\n",
      "           Brand  Store Number          Store Name Ownership Type  \\\n",
      "10054  Starbucks  27699-248468           Altaplaza       Licensed   \n",
      "10055  Starbucks  24809-239006         Street Mall       Licensed   \n",
      "10056  Starbucks  26816-245708  Torre Las Americas       Licensed   \n",
      "10057  Starbucks  24807-239007         Penta Plaza       Licensed   \n",
      "10058  Starbucks  24153-236107          Atrio Mall       Licensed   \n",
      "\n",
      "                                          Street Address         City  \\\n",
      "10054   Corredor Norte y Via Centenario, Condado Del Rey       Panama   \n",
      "10055  Via Israel y Boulevard Pacifica, Street Mall, ...       Panama   \n",
      "10056       Calle George W. Goethals, Torre Las Americas       Panama   \n",
      "10057  Avenida Ricardo Arango y Calle Beatriz, M. de ...       Panama   \n",
      "10058                  Ocean Mall, Avenida de la Rotonda  Panama City   \n",
      "\n",
      "      State/Province Country Postcode Phone Number                   Timezone  \\\n",
      "10054              1      PA      NaN          NaN  GMT+000000 America/Panama   \n",
      "10055              8      PA      NaN          NaN  GMT+000000 America/Panama   \n",
      "10056              8      PA      NaN          NaN  GMT+000000 America/Panama   \n",
      "10057              8      PA      NaN          NaN  GMT+000000 America/Panama   \n",
      "10058              8      PA      NaN          NaN  GMT+000000 America/Panama   \n",
      "\n",
      "       Longitude  Latitude  \n",
      "10054     -79.53      9.03  \n",
      "10055     -79.51      8.98  \n",
      "10056     -79.56      8.96  \n",
      "10057     -79.52      8.98  \n",
      "10058     -79.47      9.01   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "PE \n",
      " <class 'str'>\n",
      "--------------------\n",
      "           Brand  Store Number                  Store Name Ownership Type  \\\n",
      "10059  Starbucks  18284-189404           Aventura Arequipa       Licensed   \n",
      "10060  Starbucks   7087-153105         Mercaderes Arequipa       Licensed   \n",
      "10061  Starbucks   1925-153106                       Cayma       Licensed   \n",
      "10062  Starbucks   6103-148586         Real Plaza Arequipa       Licensed   \n",
      "10063  Starbucks  13014-154464  Parque Lambramani Arequipa       Licensed   \n",
      "...          ...           ...                         ...            ...   \n",
      "10143  Starbucks  18634-190704         Real Plaza Huancayo       Licensed   \n",
      "10144  Starbucks  48663-264425              UPC San Isidro       Licensed   \n",
      "10145  Starbucks   6039-148584                 Primavera 2       Licensed   \n",
      "10146  Starbucks  15242-159106          Open Plaza Piura 2       Licensed   \n",
      "10147  Starbucks  19707-200645            Real Plaza Piura       Licensed   \n",
      "\n",
      "                                          Street Address        City  \\\n",
      "10059  Prorongoche 500 C.C. Mall Aventura Plaza, Areq...    Arequipa   \n",
      "10060                       Av. Mercaderes 120, Arequipa    Arequipa   \n",
      "10061     Av. Prolongación los Arces s/n Cayma, Arequipa    Arequipa   \n",
      "10062                           Av. Ejercito 1009, Cayma    Arequipa   \n",
      "10063     Av. Lambramani 325 con Av. Los Incas, Arequipa    Arequipa   \n",
      "...                                                  ...         ...   \n",
      "10143          Av. Ferrocarril N 1035, Huancayo District        Lima   \n",
      "10144                                 Av. Salaverry 2255  San Isidro   \n",
      "10145                          Av. Primavera 2062, Surco       Surco   \n",
      "10146            Av. Andres Avalino Caceres cruce, LC-37       Piura   \n",
      "10147                 Av. Sanchez Cerro 234 - 239, Piura       Piura   \n",
      "\n",
      "      State/Province Country Postcode Phone Number                Timezone  \\\n",
      "10059            ARE      PE      NaN          NaN  GMT-05:00 America/Lima   \n",
      "10060            ARE      PE       51          NaN  GMT-05:00 America/Lima   \n",
      "10061            ARE      PE       51          NaN  GMT-05:00 America/Lima   \n",
      "10062            ARE      PE     4000          NaN  GMT-05:00 America/Lima   \n",
      "10063            ARE      PE     5154          NaN  GMT-05:00 America/Lima   \n",
      "...              ...     ...      ...          ...                     ...   \n",
      "10143            LIM      PE    12000          NaN  GMT-05:00 America/Lima   \n",
      "10144            LIM      PE        0          NaN  GMT-05:00 America/Lima   \n",
      "10145            LIM      PE      NaN          NaN  GMT-05:00 America/Lima   \n",
      "10146            PIU      PE     5173          NaN  GMT-05:00 America/Lima   \n",
      "10147            PIU      PE      NaN          NaN  GMT-05:00 America/Lima   \n",
      "\n",
      "       Longitude  Latitude  \n",
      "10059     -71.50    -16.42  \n",
      "10060     -71.54    -16.40  \n",
      "10061     -71.54    -16.40  \n",
      "10062     -71.55    -16.39  \n",
      "10063     -71.54    -16.42  \n",
      "...          ...       ...  \n",
      "10143     -75.21    -12.07  \n",
      "10144     -77.05    -12.09  \n",
      "10145     -77.03    -12.06  \n",
      "10146     -80.63     -5.19  \n",
      "10147     -80.64     -5.19  \n",
      "\n",
      "[89 rows x 13 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "PH \n",
      " <class 'str'>\n",
      "--------------------\n",
      "           Brand  Store Number                  Store Name Ownership Type  \\\n",
      "10148  Starbucks  25078-237919   Robinsons Place Las Pinas       Licensed   \n",
      "10149  Starbucks   33283-98580        Pamplona 3-Las Pinas       Licensed   \n",
      "10150  Starbucks  26982-246350                Circuit Lane       Licensed   \n",
      "10151  Starbucks  26557-244529  McKinley Exchange - Makati       Licensed   \n",
      "10152  Starbucks  29611-254570   Oriental Gardens - Makati       Licensed   \n",
      "...          ...           ...                         ...            ...   \n",
      "10441  Starbucks  20191-204184     Robinson's Place Iloilo       Licensed   \n",
      "10442  Starbucks   33275-96853    Caltex  SLEX - San Pedro       Licensed   \n",
      "10443  Starbucks   33216-13380          Petron - San Pedro       Licensed   \n",
      "10444  Starbucks   2184-144505              Solenad-Nuvali       Licensed   \n",
      "10445  Starbucks  31318-104455          Paseo de Sta. Rosa       Licensed   \n",
      "\n",
      "                                          Street Address             City  \\\n",
      "10148               345 Alabang-Zapote Road, Brgy. Talon        Las Pinas   \n",
      "10149                                Alabang Zapote Road   Las Pinas City   \n",
      "10150                                       South Avenue           Makati   \n",
      "10151                          EDSA corner McKinley Road           Makati   \n",
      "10152  Chino Roces Ave, Oriental Grdens Makati, G/F L...           Makati   \n",
      "...                                                  ...              ...   \n",
      "10441  GF Robinson's Place Iloilo, Ledesma cor Mabini...      Iloilo City   \n",
      "10442           KM 19 Southbound, South Luzon Expressway        San Pedro   \n",
      "10443                          Petron South Travel Plaza        San Pedro   \n",
      "10444  Sta Rosa - Tagaytay Road, Space 101 Lakeside, ...  Santa Rosa City   \n",
      "10445                      Sta Rosa - Tagaytay Road, G/F  Santa Rosa City   \n",
      "\n",
      "      State/Province Country Postcode  Phone Number               Timezone  \\\n",
      "10148              0      PH      NaN       8945787  GMT+08:00 Asia/Manila   \n",
      "10149              0      PH     1740       8756588  GMT+08:00 Asia/Manila   \n",
      "10150              0      PH      NaN       6164738  GMT+08:00 Asia/Manila   \n",
      "10151              0      PH     1220       9074466  GMT+08:00 Asia/Manila   \n",
      "10152              0      PH     1203           NaN  GMT+08:00 Asia/Manila   \n",
      "...              ...     ...      ...           ...                    ...   \n",
      "10441             PH      PH     5000  033 335 1567  GMT+08:00 Asia/Manila   \n",
      "10442             PH      PH      NaN       8682401  GMT+08:00 Asia/Manila   \n",
      "10443             PH      PH     4023  632-420-1587  GMT+08:00 Asia/Manila   \n",
      "10444             PH      PH     4026   049 3026263  GMT+08:00 Asia/Manila   \n",
      "10445             PH      PH      NaN     495412200  GMT+08:00 Asia/Manila   \n",
      "\n",
      "       Longitude  Latitude  \n",
      "10148     121.00     14.44  \n",
      "10149     120.98     14.45  \n",
      "10150     121.03     14.57  \n",
      "10151     121.04     14.55  \n",
      "10152     121.01     14.55  \n",
      "...          ...       ...  \n",
      "10441     122.57     10.69  \n",
      "10442     121.05     14.36  \n",
      "10443     121.04     14.35  \n",
      "10444     121.06     14.24  \n",
      "10445     121.06     14.25  \n",
      "\n",
      "[298 rows x 13 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "PL \n",
      " <class 'str'>\n",
      "--------------------\n",
      "           Brand  Store Number                    Store Name Ownership Type  \\\n",
      "10446  Starbucks   2125-138052           Bielany Wrocławskie  Joint Venture   \n",
      "10447  Starbucks  48516-263624          Galeria Dominikanska  Joint Venture   \n",
      "10448  Starbucks   2122-140666                     Sky Tower  Joint Venture   \n",
      "10449  Starbucks  15765-164584                      Magnolia  Joint Venture   \n",
      "10450  Starbucks  21864-215551                 Coffee Square  Joint Venture   \n",
      "10451  Starbucks   3105-129884            Grunwaldzki Center  Joint Venture   \n",
      "10452  Starbucks  21153-207144                   PKP Wrocław  Joint Venture   \n",
      "10453  Starbucks  16799-173486                       Oławska  Joint Venture   \n",
      "10454  Starbucks  27727-248631                      Sukcesja  Joint Venture   \n",
      "10455  Starbucks  15829-163724  Galeria Krakowska - LEVEL -1  Joint Venture   \n",
      "10456  Starbucks  12938-153987                       Bonarka  Joint Venture   \n",
      "10457  Starbucks   7072-148464  Galeria Krakowska - LEVEL +1  Joint Venture   \n",
      "10458  Starbucks  26671-244964                      Rynek 27  Joint Venture   \n",
      "10459  Starbucks  49542-269724                     Krupnicza  Joint Venture   \n",
      "10460  Starbucks  48596-263626                       Wilanow  Joint Venture   \n",
      "10461  Starbucks  47290-257605                        Sadyba  Joint Venture   \n",
      "10462  Starbucks  49242-267815                      Targowek  Joint Venture   \n",
      "10463  Starbucks  48964-265965                        Reduta  Joint Venture   \n",
      "10464  Starbucks  14882-154566                     Promenada  Joint Venture   \n",
      "10465  Starbucks  15974-154845                           WFC  Joint Venture   \n",
      "10466  Starbucks  18442-176826                      Wileńska  Joint Venture   \n",
      "10467  Starbucks  16251-157566                  Warszawa PKP  Joint Venture   \n",
      "10468  Starbucks  19487-188884               Galeria Mokotów  Joint Venture   \n",
      "10469  Starbucks   3107-130670                    Nowy Świat  Joint Venture   \n",
      "10470  Starbucks   1299-130671           Aleje Jerozolimskie  Joint Venture   \n",
      "10471  Starbucks   6200-130665                        Zodiak  Joint Venture   \n",
      "10472  Starbucks  19756-199384                     Rondo ONZ  Joint Venture   \n",
      "10473  Starbucks   6160-148987                         Zebra  Joint Venture   \n",
      "10474  Starbucks   3106-130666                   Gruba Kaśka  Joint Venture   \n",
      "10475  Starbucks   3977-138844                        Galaxy  Joint Venture   \n",
      "10476  Starbucks  15975-156346            Plac Trzech Krzyży  Joint Venture   \n",
      "10477  Starbucks   7158-150807                      Europlex  Joint Venture   \n",
      "10478  Starbucks  18443-176185               Grunwaldzka OBC  Joint Venture   \n",
      "10479  Starbucks   7014-152669              Galeria Bałtycka  Joint Venture   \n",
      "10480  Starbucks  14911-154568                     Manhattan  Joint Venture   \n",
      "10481  Starbucks  15363-154846                  Świętojańska  Joint Venture   \n",
      "10482  Starbucks   2126-137171                       Riviera  Joint Venture   \n",
      "10483  Starbucks  24340-237106                Summer Village  Joint Venture   \n",
      "10484  Starbucks  25736-242248                   Sopot Plaza  Joint Venture   \n",
      "10485  Starbucks  17270-154571                  Katowice PKP  Joint Venture   \n",
      "10486  Starbucks  17234-167205           Silesia City Center  Joint Venture   \n",
      "10487  Starbucks  20230-154569             Galeria Katowicka  Joint Venture   \n",
      "10488  Starbucks  48792-265284                    King Cross  Joint Venture   \n",
      "10489  Starbucks  47892-252984                    Posnania 2  Joint Venture   \n",
      "10490  Starbucks  47893-245524                      Posnania  Joint Venture   \n",
      "10491  Starbucks  18023-164585                      Pasaż MM  Joint Venture   \n",
      "10492  Starbucks  17259-162285                    Poznań PKP  Joint Venture   \n",
      "10493  Starbucks   7200-150809                  Stary Browar  Joint Venture   \n",
      "10494  Starbucks  27809-248806                         CH M1  Joint Venture   \n",
      "10495  Starbucks   9190-180604                         Plaza  Joint Venture   \n",
      "10496  Starbucks  16080-162287                       Kaskada  Joint Venture   \n",
      "10497  Starbucks  26106-243586                     CH Galaxy  Joint Venture   \n",
      "10498  Starbucks  17597-170904                 Brama Portowa  Joint Venture   \n",
      "\n",
      "                            Street Address                 City  \\\n",
      "10446                  ul. Czekoladowa 14A  Bielany Wroclawskie   \n",
      "10447                  plac Dominikanski 3              Wroclaw   \n",
      "10448           ul. Powstanców Śląskich 95              Wrocław   \n",
      "10449                       ul.Legnicka 58              Wrocław   \n",
      "10450        ul. Józefa Piłsudzkiego 58/1b              Wrocław   \n",
      "10451  Plac Grunwaldzki 23, Budynek dworca              Wrocław   \n",
      "10452          ul. Józefa Piłsudzkiego 105              Wrocław   \n",
      "10453                      ul. Oławska 1/1              Wrocław   \n",
      "10454                 Aleja Politechniki 1                 Łódź   \n",
      "10455                           ul.Pawia 5               Kraków   \n",
      "10456                  ul. Kamieńskiego 11               Kraków   \n",
      "10457                           ul.Pawia 5               Kraków   \n",
      "10458                             Rynek 27               Kraków   \n",
      "10459                         Krupnicza 10               Krakow   \n",
      "10460            Aleja Rzeczypospolitej 23               Warsaw   \n",
      "10461                     ul. Powsinska 31               Warsaw   \n",
      "10462                      ul. Glebocka 15               Warsaw   \n",
      "10463              Aleje Jerozolimskie 148               Warsaw   \n",
      "10464                 ul.Ostrobramska 75 c             Warszawa   \n",
      "10465                  ul.Emilii Plater 53             Warszawa   \n",
      "10466                           Targowa 72             Warszawa   \n",
      "10467                 Al. Jerozolimskie 54             Warszawa   \n",
      "10468     ul. Wołoska 12, Warszawa Mokotów             Warszawa   \n",
      "10469                     ul.Nowy Świat 62             Warszawa   \n",
      "10470                 Al. Jerozolimskie 63             Warszawa   \n",
      "10471                         ul. Widok 26             Warszawa   \n",
      "10472                        ul. Śliska 10             Warszawa   \n",
      "10473                      ul.Mokotowska 1             Warszawa   \n",
      "10474                 al.Solidarności 68 a             Warszawa   \n",
      "10475                Aleja Solidarności 82             Warszawa   \n",
      "10476                Plac Trzech Krzyży 16             Warszawa   \n",
      "10477                      ul. Puławska 17             Warszawa   \n",
      "10478                  al. Grunwaldzka 472               Gdańsk   \n",
      "10479                  al. Grunwaldzka 141               Gdańsk   \n",
      "10480                    al.Grunwaldzka 82               Gdańsk   \n",
      "10481               ul.Armii Krajowej 28/1               Gdynia   \n",
      "10482           ul. Kazimierza Gorskiego 2               Gdynia   \n",
      "10483      Jana Pawta II, skwer Kosciuszki               Gdynia   \n",
      "10484            Aleja Franciszka Mamuszki                Sopot   \n",
      "10485                     Plac Szewczyka 1             Katowice   \n",
      "10486                   ul. Chorzowska 107             Katowice   \n",
      "10487                        ul. 3 maja 30             Katowice   \n",
      "10488                         Bukowska 156               Poznan   \n",
      "10489     ul. Pleszewska 1, Poznan, 61-136               Poznan   \n",
      "10490      uL. Pleszewska 1, Posnania Mall               Poznan   \n",
      "10491        ul. Św. Marcin 24, Galeria MM               Poznań   \n",
      "10492                         ul. Dworcowa               Poznań   \n",
      "10493                     ul.Półwiejska 42               Poznań   \n",
      "10494                   ul. Szwajcarska 14               Poznań   \n",
      "10495                   ul. Drużbickiego 2               Poznań   \n",
      "10496                 ul.Niepodległości 36             Szczecin   \n",
      "10497               Aleja Wyzwolenia 18-20             Szczecin   \n",
      "10498                   ul. Wyszyńskiego 1             Szczecin   \n",
      "\n",
      "      State/Province Country Postcode    Phone Number                Timezone  \\\n",
      "10446             DS      PL   55-040     48713861674  GMT+1:00 Europe/Warsaw   \n",
      "10447             DS      PL   50-159             NaN  GMT+1:00 Europe/Warsaw   \n",
      "10448             DS      PL   53-332     48713861826  GMT+1:00 Europe/Warsaw   \n",
      "10449             DS      PL   54-204     48713861609  GMT+1:00 Europe/Warsaw   \n",
      "10450             DS      PL   50-050     48713863129  GMT+1:00 Europe/Warsaw   \n",
      "10451             DS      PL   50-365     48713861913  GMT+1:00 Europe/Warsaw   \n",
      "10452             DS      PL   50-085     48713863129  GMT+1:00 Europe/Warsaw   \n",
      "10453             DS      PL   50-123     48713861807  GMT+1:00 Europe/Warsaw   \n",
      "10454             LD      PL   93-590     48713861849  GMT+1:00 Europe/Warsaw   \n",
      "10455             MA      PL   31-154     48713861534  GMT+1:00 Europe/Warsaw   \n",
      "10456             MA      PL   30-644     48713861479  GMT+1:00 Europe/Warsaw   \n",
      "10457             MA      PL   31-154     48713861734  GMT+1:00 Europe/Warsaw   \n",
      "10458             MA      PL   31-010     48713861617  GMT+1:00 Europe/Warsaw   \n",
      "10459             MZ      PL   33-332     48713861955  GMT+1:00 Europe/Warsaw   \n",
      "10460             MZ      PL   02-972             NaN  GMT+1:00 Europe/Warsaw   \n",
      "10461             MZ      PL      NaN             NaN  GMT+1:00 Europe/Warsaw   \n",
      "10462             MZ      PL   03-287     48713861455  GMT+1:00 Europe/Warsaw   \n",
      "10463             MZ      PL   02 326  4871 386 16 20  GMT+1:00 Europe/Warsaw   \n",
      "10464             MZ      PL   04-175     48713861454  GMT+1:00 Europe/Warsaw   \n",
      "10465             MZ      PL   00-113     48713861389  GMT+1:00 Europe/Warsaw   \n",
      "10466             MZ      PL   03-734     71 386 1915  GMT+1:00 Europe/Warsaw   \n",
      "10467             MZ      PL   00-024     48713861832  GMT+1:00 Europe/Warsaw   \n",
      "10468             MZ      PL   02-697     48713861937  GMT+1:00 Europe/Warsaw   \n",
      "10469             MZ      PL   00-357     48713861953  GMT+1:00 Europe/Warsaw   \n",
      "10470             MZ      PL   00-697     48713861607  GMT+1:00 Europe/Warsaw   \n",
      "10471             MZ      PL   00-023     48713861687  GMT+1:00 Europe/Warsaw   \n",
      "10472             MZ      PL   00-127     48713861585  GMT+1:00 Europe/Warsaw   \n",
      "10473             MZ      PL   00-635     48713861558  GMT+1:00 Europe/Warsaw   \n",
      "10474             MZ      PL   00-240     48713861993  GMT+1:00 Europe/Warsaw   \n",
      "10475             MZ      PL   00-144     48713861553  GMT+1:00 Europe/Warsaw   \n",
      "10476             MZ      PL   00-499     48713861589  GMT+1:00 Europe/Warsaw   \n",
      "10477             MZ      PL   02-515     48713861679  GMT+1:00 Europe/Warsaw   \n",
      "10478             PM      PL   80-309     48713861804  GMT+1:00 Europe/Warsaw   \n",
      "10479             PM      PL   80-264     48519191701  GMT+1:00 Europe/Warsaw   \n",
      "10480             PM      PL   80-244     48713861876  GMT+1:00 Europe/Warsaw   \n",
      "10481             PM      PL   81-366     48713861513  GMT+1:00 Europe/Warsaw   \n",
      "10482             PM      PL   81-304     48713861674  GMT+1:00 Europe/Warsaw   \n",
      "10483             PM      PL   81-345             NaN  GMT+1:00 Europe/Warsaw   \n",
      "10484             PM      PL   81-718             NaN  GMT+1:00 Europe/Warsaw   \n",
      "10485             SL      PL   40-098     48713861902  GMT+1:00 Europe/Warsaw   \n",
      "10486             SL      PL   40-101     48713861806  GMT+1:00 Europe/Warsaw   \n",
      "10487             SL      PL   40-097     48713861956  GMT+1:00 Europe/Warsaw   \n",
      "10488             WP      PL   60-189             NaN  GMT+1:00 Europe/Warsaw   \n",
      "10489             WP      PL      NaN             NaN  GMT+1:00 Europe/Warsaw   \n",
      "10490             WP      PL   61-136             NaN  GMT+1:00 Europe/Warsaw   \n",
      "10491             WP      PL   61-805     48713861852  GMT+1:00 Europe/Warsaw   \n",
      "10492             WP      PL   61-801     48713861842  GMT+1:00 Europe/Warsaw   \n",
      "10493             WP      PL   61-888     48713861923  GMT+1:00 Europe/Warsaw   \n",
      "10494             WP      PL   61-285     48713861731  GMT+1:00 Europe/Warsaw   \n",
      "10495             WP      PL   61-693     48713861579  GMT+1:00 Europe/Warsaw   \n",
      "10496             ZP      PL   70-404     48713861554  GMT+1:00 Europe/Warsaw   \n",
      "10497             ZP      PL   70-554     48713861864  GMT+1:00 Europe/Warsaw   \n",
      "10498             ZP      PL   70-556     48713861914  GMT+1:00 Europe/Warsaw   \n",
      "\n",
      "       Longitude  Latitude  \n",
      "10446      16.96     51.05  \n",
      "10447      17.04     51.11  \n",
      "10448      17.02     51.09  \n",
      "10449      16.99     51.12  \n",
      "10450      17.03     51.10  \n",
      "10451      17.06     51.11  \n",
      "10452      17.04     51.10  \n",
      "10453      17.03     51.11  \n",
      "10454      19.45     51.75  \n",
      "10455      19.95     50.07  \n",
      "10456      19.95     50.03  \n",
      "10457      19.95     50.07  \n",
      "10458      19.94     50.06  \n",
      "10459      19.93     50.06  \n",
      "10460      21.07     52.16  \n",
      "10461      21.06     52.19  \n",
      "10462      21.06     52.30  \n",
      "10463      20.95     52.21  \n",
      "10464      21.11     52.23  \n",
      "10465      21.00     52.23  \n",
      "10466      21.05     52.26  \n",
      "10467      21.00     52.23  \n",
      "10468      21.00     52.18  \n",
      "10469      21.02     52.24  \n",
      "10470      21.01     52.23  \n",
      "10471      21.01     52.23  \n",
      "10472      21.00     52.23  \n",
      "10473      21.02     52.22  \n",
      "10474      21.00     52.25  \n",
      "10475      20.99     52.24  \n",
      "10476      21.02     52.23  \n",
      "10477      21.02     52.21  \n",
      "10478      18.57     54.40  \n",
      "10479      18.60     54.38  \n",
      "10480      18.61     54.38  \n",
      "10481      18.54     54.52  \n",
      "10482      18.53     54.50  \n",
      "10483      18.55     54.52  \n",
      "10484      18.57     54.45  \n",
      "10485      19.02     50.26  \n",
      "10486      18.99     50.27  \n",
      "10487      19.02     50.26  \n",
      "10488      16.86     52.41  \n",
      "10489      16.95     52.40  \n",
      "10490      16.95     52.40  \n",
      "10491      16.93     52.41  \n",
      "10492      16.91     52.40  \n",
      "10493      16.93     52.40  \n",
      "10494      16.99     52.38  \n",
      "10495      16.92     52.44  \n",
      "10496      14.55     53.43  \n",
      "10497      14.55     53.43  \n",
      "10498      14.55     53.43   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "PR \n",
      " <class 'str'>\n",
      "--------------------\n",
      "           Brand  Store Number                  Store Name Ownership Type  \\\n",
      "10499  Starbucks  48598-261187         Plaza del Sol Kiosk       Licensed   \n",
      "10500  Starbucks  29418-253686                   Rio Hondo       Licensed   \n",
      "10501  Starbucks  29405-253679                  Los Prados       Licensed   \n",
      "10502  Starbucks  29409-253675  Luis Munoz Marin Airport 1       Licensed   \n",
      "10503  Starbucks  29402-253682                 El San Juan       Licensed   \n",
      "10504  Starbucks  29408-253676                    Escorial       Licensed   \n",
      "10505  Starbucks  29404-253680              Plaza Carolina       Licensed   \n",
      "10506  Starbucks  29412-253672            Condado Village-       Licensed   \n",
      "10507  Starbucks  29421-253685                Plaza Dorada       Licensed   \n",
      "10508  Starbucks  29417-253684             El Conquistador       Licensed   \n",
      "10509  Starbucks  29559-254289           Ft. Buchanan Mall       Licensed   \n",
      "10510  Starbucks  29413-253671               Plaza Caparra       Licensed   \n",
      "10511  Starbucks  29406-253678                Garden Hills       Licensed   \n",
      "10512  Starbucks  26446-236466                Macy's Ponce       Licensed   \n",
      "10513  Starbucks  50406-260544        Plaza Las Americas 2       Licensed   \n",
      "10514    Teavana  29436-253724  Teavana - Mall of San Juan  Company Owned   \n",
      "10515  Starbucks  29420-253688          Plaza Las Americas       Licensed   \n",
      "10516  Starbucks  29416-253689       Doubletree - San Juan       Licensed   \n",
      "10517  Starbucks  29415-253683                Plaza Olmedo       Licensed   \n",
      "10518  Starbucks  29411-253673                 Cala Costas       Licensed   \n",
      "10519  Starbucks  29403-253681               Condado Plaza       Licensed   \n",
      "10520  Starbucks  29407-253677                  Los Paseos       Licensed   \n",
      "10521  Starbucks  29414-253670                Old San Juan       Licensed   \n",
      "10522  Starbucks  29410-253674               Caribe Hilton       Licensed   \n",
      "\n",
      "                                          Street Address      City  \\\n",
      "10499                               725 West Main Avenue   Bayamon   \n",
      "10500                                  PR-22 int. PR-167   Bayamon   \n",
      "10501  Road #165 Grand Blvd Los Prados, Lot F2, Luis ...    Caguas   \n",
      "10502   LMM International Airport Local 165-3, Concord C  Carolina   \n",
      "10503                                6063 Isla Verde Ave  Carolina   \n",
      "10504                  PR Road # 3 km 63.8, Units 1 & 2B  Carolina   \n",
      "10505                          Villa Fontana Ave Fragoso  Carolina   \n",
      "10506                           1210-1214 Ashford Avenue   Condado   \n",
      "10507                  Road #693 Barrio Higuillar KM 8.5    Dorado   \n",
      "10508       1000 El Conquistador Ave, Sector Las Croabas   Fajardo   \n",
      "10509                         218 Brook Street, Building  Guaynabo   \n",
      "10510             1498 F.D. Roosevelt Avenue, Suite FS-1  Guaynabo   \n",
      "10511                     Local # 17, PR Road # 19 km 10  Guaynabo   \n",
      "10512                       2050 Suite 206 Ponce By Pass     Ponce   \n",
      "10513  Ave. Roosevelt 525 Local 126, Centro Comercial...  San Juan   \n",
      "10514                    1000 San Juan Blvd. Space #127A  San Juan   \n",
      "10515        525 Av. Franklin Delano Roosevelt, Hato Rey  San Juan   \n",
      "10516                 105 De Diego Ave, Condado District  San Juan   \n",
      "10517               Lomas Verdes Ave # 1790, Rio Piedras  San Juan   \n",
      "10518                        197 Frederico Costas Avenue  San Juan   \n",
      "10519              999 Ashford Avenue, Paseo Las Cumbres  San Juan   \n",
      "10520            349 Felisa Rincon de Gautier Street 101  San Juan   \n",
      "10521                                363 Calle Tetuan, v  San Juan   \n",
      "10522                               1 Los Rosales Street  San Juan   \n",
      "\n",
      "      State/Province Country Postcode Phone Number  \\\n",
      "10499             PR      PR      961          NaN   \n",
      "10500             PR      PR      NaN          NaN   \n",
      "10501             PR      PR      NaN          NaN   \n",
      "10502             PR      PR      937          NaN   \n",
      "10503             PR      PR      979          NaN   \n",
      "10504             PR      PR      936          NaN   \n",
      "10505             PR      PR      NaN          NaN   \n",
      "10506             PR      PR      907          NaN   \n",
      "10507             PR      PR      646          NaN   \n",
      "10508             PR      PR      738          NaN   \n",
      "10509             PR      PR      934          NaN   \n",
      "10510             PR      PR      968          NaN   \n",
      "10511             PR      PR      966          NaN   \n",
      "10512             PR      PR      717          NaN   \n",
      "10513             PR      PR        0          NaN   \n",
      "10514             PR      PR      924          NaN   \n",
      "10515             PR      PR        0          NaN   \n",
      "10516             PR      PR      902          NaN   \n",
      "10517             PR      PR      926          NaN   \n",
      "10518             PR      PR      918          NaN   \n",
      "10519             PR      PR      907          NaN   \n",
      "10520             PR      PR      926          NaN   \n",
      "10521             PR      PR      901          NaN   \n",
      "10522             PR      PR      901          NaN   \n",
      "\n",
      "                            Timezone  Longitude  Latitude  \n",
      "10499  GMT-04:00 America/Puerto_Rico     -66.16     18.41  \n",
      "10500  GMT-04:00 America/Puerto_Rico     -66.17     18.38  \n",
      "10501  GMT-04:00 America/Puerto_Rico     -66.04     18.23  \n",
      "10502  GMT-04:00 America/Puerto_Rico     -66.00     18.44  \n",
      "10503  GMT-04:00 America/Puerto_Rico     -66.02     18.44  \n",
      "10504  GMT-04:00 America/Puerto_Rico     -66.00     18.40  \n",
      "10505  GMT-04:00 America/Puerto_Rico     -65.96     18.38  \n",
      "10506  GMT-04:00 America/Puerto_Rico     -66.07     18.46  \n",
      "10507  GMT-04:00 America/Puerto_Rico     -66.28     18.46  \n",
      "10508  GMT-04:00 America/Puerto_Rico     -65.65     18.35  \n",
      "10509  GMT-04:00 America/Puerto_Rico     -66.11     18.36  \n",
      "10510  GMT-04:00 America/Puerto_Rico     -66.10     18.41  \n",
      "10511  GMT-04:00 America/Puerto_Rico     -66.11     18.40  \n",
      "10512  GMT-04:00 America/Puerto_Rico     -66.61     17.99  \n",
      "10513  GMT-04:00 America/Puerto_Rico     -66.07     18.42  \n",
      "10514  GMT-04:00 America/Puerto_Rico     -66.01     18.40  \n",
      "10515  GMT-04:00 America/Puerto_Rico     -66.07     18.42  \n",
      "10516  GMT-04:00 America/Puerto_Rico     -66.06     18.45  \n",
      "10517  GMT-04:00 America/Puerto_Rico     -66.07     18.37  \n",
      "10518  GMT-04:00 America/Puerto_Rico     -66.07     18.43  \n",
      "10519  GMT-04:00 America/Puerto_Rico     -66.08     18.46  \n",
      "10520  GMT-04:00 America/Puerto_Rico     -66.06     18.36  \n",
      "10521  GMT-04:00 America/Puerto_Rico     -66.11     18.47  \n",
      "10522  GMT-04:00 America/Puerto_Rico     -66.09     18.46   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "PT \n",
      " <class 'str'>\n",
      "--------------------\n",
      "           Brand  Store Number  \\\n",
      "10523  Starbucks  21458-212305   \n",
      "10524  Starbucks   1966-135524   \n",
      "10525  Starbucks   3789-122810   \n",
      "10526  Starbucks  32764-133894   \n",
      "10527  Starbucks   9099-150685   \n",
      "10528  Starbucks  25353-240666   \n",
      "10529  Starbucks   3892-138433   \n",
      "10530  Starbucks   6044-133896   \n",
      "10531  Starbucks  19459-196904   \n",
      "10532  Starbucks   1893-122524   \n",
      "10533  Starbucks  27609-248106   \n",
      "\n",
      "                                           Store Name Ownership Type  \\\n",
      "10523                          El Corte Ingles Lisbon       Licensed   \n",
      "10524                                          Almada       Licensed   \n",
      "10525                                 Dolce Vita Tejo       Licensed   \n",
      "10526                                          Alegro       Licensed   \n",
      "10527                                         Cascais       Licensed   \n",
      "10528                      Lisbon Airport T1 Arrivals       Licensed   \n",
      "10529                                          Rossio       Licensed   \n",
      "10530                                          Chiado       Licensed   \n",
      "10531  Aeroporto de Lisboa – Terminal 1 Praça Central       Licensed   \n",
      "10532                                           Belém       Licensed   \n",
      "10533                                        ECI GAIA       Licensed   \n",
      "\n",
      "                                          Street Address  \\\n",
      "10523               Avenida António Augusto de Aguiar 31   \n",
      "10524  Estrada do Caminho Municipal 1011, Vale de Mou...   \n",
      "10525  Centro Comercial Dolce Vita Tejo, Av. Cruzeiro...   \n",
      "10526  Centro Comercial Alegro, EN 117, loja nº60, Ou...   \n",
      "10527                   Cascaishopping, EN 9, loja 0 081   \n",
      "10528  Aeroporto Lisboa T1 Chegadas, Praça D. João da...   \n",
      "10529                                  Estação do Rossio   \n",
      "10530  Armazéns do Chiado, Rua do Carmo, nº2, loja 5.09A   \n",
      "10531           Aeroporto da Portela, Alameda Comunidade   \n",
      "10532                                Rua de Belém, nº110   \n",
      "10533  El Corte Ingles Gaia. Porto, Avenida da Republ...   \n",
      "\n",
      "                          City State/Province Country  Postcode  \\\n",
      "10523                   Lisbon              1      PT  1069-413   \n",
      "10524                   Almada             11      PT  2810-354   \n",
      "10525                  Amadora             11      PT  2650-504   \n",
      "10526                Carnaxide             11      PT  2790-045   \n",
      "10527                  Cascais             11      PT      2750   \n",
      "10528                   Lisboa             11      PT  1700-008   \n",
      "10529                   Lisboa             11      PT  1200-147   \n",
      "10530                   Lisboa             11      PT  1200-094   \n",
      "10531                   Lisboa             11      PT  1700-007   \n",
      "10532                   Lisboa             11      PT  1300-085   \n",
      "10533  Vila Nova de Gaia Porto             13      PT  4430-999   \n",
      "\n",
      "          Phone Number                Timezone  Longitude  Latitude  \n",
      "10523              NaN  GMT+0:00 Europe/Lisbon      -9.15     38.73  \n",
      "10524              NaN  GMT+0:00 Europe/Lisbon      -9.16     38.66  \n",
      "10525  00351 211 147 6  GMT+0:00 Europe/Lisbon      -9.22     38.78  \n",
      "10526   00351  211 157  GMT+0:00 Europe/Lisbon      -9.24     38.73  \n",
      "10527  00351 211 147 6  GMT+0:00 Europe/Lisbon      -9.44     38.71  \n",
      "10528              NaN  GMT+0:00 Europe/Lisbon      -9.13     38.76  \n",
      "10529  00351 210 079 0  GMT+0:00 Europe/Lisbon      -9.14     38.71  \n",
      "10530  00351 211 147 6  GMT+0:00 Europe/Lisbon      -9.15     38.71  \n",
      "10531              NaN  GMT+0:00 Europe/Lisbon      -9.13     38.77  \n",
      "10532  00351 211 147 6  GMT+0:00 Europe/Lisbon      -9.20     38.70  \n",
      "10533              NaN  GMT+0:00 Europe/Lisbon      -8.61     41.13   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "QA \n",
      " <class 'str'>\n",
      "--------------------\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "           Brand  Store Number                           Store Name  \\\n",
      "10534  Starbucks  18611-186564                         Dar Al Salam   \n",
      "10535  Starbucks   3111-136461                     Qatar Foundation   \n",
      "10536  Starbucks  19607-201905                            Gulf Mall   \n",
      "10537  Starbucks  28808-251349                       Muaither Villa   \n",
      "10538  Starbucks  16595-173384                         Lulu Al Khor   \n",
      "10539  Starbucks  29215-253010                        Mall of Qatar   \n",
      "10540  Starbucks  23218-228762                      Bonyan Building   \n",
      "10541  Starbucks  24512-238166                Starbucks CBQ Academy   \n",
      "10542  Starbucks  22237-218530                 Ooredoo Airport Road   \n",
      "10543  Starbucks   34331-98241                            جامعة قطر   \n",
      "10544  Starbucks  19447-201904                           Ezdan Mall   \n",
      "10545  Starbucks  47883-254465  Starbucks Mall of Qatar First floor   \n",
      "10546  Starbucks   34293-81442                           حياة بلازا   \n",
      "10547  Starbucks   30635-99025                           مستشفى حمد   \n",
      "10548  Starbucks   34305-68841                         مركز العمادي   \n",
      "10549  Starbucks  31305-101641                        مجمع فيلاجو 1   \n",
      "10550  Starbucks   34226-27147                   الدوحة سيتي سنتر 1   \n",
      "10551  Starbucks   34212-15555                     لاند مارك الدوحة   \n",
      "\n",
      "      Ownership Type                                     Street Address  \\\n",
      "10534       Licensed      Mesaimeer Road, Abu Hamour,Ad Dawhah District   \n",
      "10535       Licensed  Rayyan Street, In LAS building next to the Lib...   \n",
      "10536       Licensed                   Al Shamal Road, Garrafa District   \n",
      "10537       Licensed                                Muaither Area, Doha   \n",
      "10538       Licensed                                       Al Khor Road   \n",
      "10539       Licensed                      Mall of Qatar, Al Rayyan area   \n",
      "10540       Licensed                             Rawdat Al Khail Street   \n",
      "10541       Licensed                                   Al Wakra Main Rd   \n",
      "10542       Licensed       Ooredoo HQ2, 145 Airport St, Zone-48, ST-310   \n",
      "10543       Licensed                        Al Dafna St., West Bay Area   \n",
      "10544       Licensed               Al Shammal Road, Al Gharafa District   \n",
      "10545       Licensed  Mall of Qatar Al Rayyan area, Mall of Qatar Al...   \n",
      "10546       Licensed  منطقة استاد خليفة, حياة بلازا, بالقرب  استاد خ...   \n",
      "10547       Licensed  قطر , الدوحة, منطقة السعد, مستشفى الدوحة, مبنى...   \n",
      "10548       Licensed  طرق منطقة سلوى, تقاطع رامادا, مركز العمادي, بج...   \n",
      "10549       Licensed  منطقة , استاد خليفة , مجمع فيلاجو, بالقرب  است...   \n",
      "10550       Licensed  منطقة الخليج الغربي, سيتي سنتر مول كارفور الطا...   \n",
      "10551       Licensed               منطقة خليفة, لاندمارك, مجمع لاندمارك   \n",
      "\n",
      "             City State/Province Country Postcode Phone Number  \\\n",
      "10534  Abu Hamour             DA      QA      NaN          NaN   \n",
      "10535        Doha             DA      QA      NaN     44927317   \n",
      "10536        Doha             DA      QA      NaN          NaN   \n",
      "10537        Doha             DA      QA      NaN          NaN   \n",
      "10538        Doha             DA      QA      NaN          NaN   \n",
      "10539        Doha             DA      QA      NaN          NaN   \n",
      "10540        Doha             DA      QA      NaN          NaN   \n",
      "10541        Doha             DA      QA      NaN          NaN   \n",
      "10542        Doha             DA      QA      NaN          NaN   \n",
      "10543        Doha             DA      QA      NaN      4832946   \n",
      "10544        Doha             DA      QA      NaN          NaN   \n",
      "10545        Doha             DA      QA      NaN          NaN   \n",
      "10546      الدوحة             DA      QA      NaN      4697273   \n",
      "10547      الدوحة             DA      QA      NaN      4373381   \n",
      "10548      الدوحة             DA      QA      NaN      4671196   \n",
      "10549      الدوحة             DA      QA      NaN      4135075   \n",
      "10550      الدوحة             DA      QA      NaN      4839172   \n",
      "10551      الدوحة             DA      QA      NaN      4880575   \n",
      "\n",
      "                   Timezone  Longitude  Latitude  \n",
      "10534  GMT+03:00 Asia/Qatar      51.50     25.23  \n",
      "10535  GMT+03:00 Asia/Qatar      51.26     25.19  \n",
      "10536  GMT+03:00 Asia/Qatar      51.45     25.35  \n",
      "10537  GMT+03:00 Asia/Qatar      51.49     25.35  \n",
      "10538  GMT+03:00 Asia/Qatar      51.48     25.33  \n",
      "10539  GMT+03:00 Asia/Qatar      51.45     25.30  \n",
      "10540  GMT+03:00 Asia/Qatar      51.53     25.28  \n",
      "10541  GMT+03:00 Asia/Qatar      51.56     25.24  \n",
      "10542  GMT+03:00 Asia/Qatar      51.49     25.35  \n",
      "10543  GMT+03:00 Asia/Qatar      51.49     25.37  \n",
      "10544  GMT+03:00 Asia/Qatar      51.45     25.35  \n",
      "10545  GMT+03:00 Asia/Qatar      51.21     25.19  \n",
      "10546  GMT+03:00 Asia/Qatar      51.44     25.26  \n",
      "10547  GMT+03:00 Asia/Qatar      51.50     25.29  \n",
      "10548  GMT+03:00 Asia/Qatar      51.51     25.27  \n",
      "10549  GMT+03:00 Asia/Qatar      51.44     25.26  \n",
      "10550  GMT+03:00 Asia/Qatar      51.53     25.33  \n",
      "10551  GMT+03:00 Asia/Qatar      51.47     25.33   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "RO \n",
      " <class 'str'>\n",
      "--------------------\n",
      "           Brand  Store Number                 Store Name Ownership Type  \\\n",
      "10552  Starbucks  25964-243187                     Coresi       Licensed   \n",
      "10553  Starbucks  48130-261545               Veranda Mall       Licensed   \n",
      "10554  Starbucks  48955-265966      Plark Lake Plaza Mall       Licensed   \n",
      "10555  Starbucks  31711-156524             Bucharest Mall       Licensed   \n",
      "10556  Starbucks   2156-136866             Sun Plaza Mall       Licensed   \n",
      "10557  Starbucks  18801-172611        Promenada Floreasca       Licensed   \n",
      "10558  Starbucks  24028-235107                Hanul Manuc       Licensed   \n",
      "10559  Starbucks  31666-109309         Plaza Romania Mall       Licensed   \n",
      "10560  Starbucks  32491-129568             Baneasa Mall 3       Licensed   \n",
      "10561  Starbucks   3112-132625              America House       Licensed   \n",
      "10562  Starbucks  48519-263628    AFI Cotroceni 2 - Kiosk       Licensed   \n",
      "10563  Starbucks  23365-229724                  Novo Park       Licensed   \n",
      "10564  Starbucks  25469-241153               Pipera Plaza       Licensed   \n",
      "10565  Starbucks  24706-238686            Victoria Center       Licensed   \n",
      "10566  Starbucks  24926-239349                 Strip Mall       Licensed   \n",
      "10567  Starbucks  24639-238484                   Upground       Licensed   \n",
      "10568  Starbucks  48667-264266          Polus Center Cluj       Licensed   \n",
      "10569  Starbucks  32262-129924                Iulius Mall       Licensed   \n",
      "10570  Starbucks  23114-227989              Maritimo Mall       Licensed   \n",
      "10571  Starbucks  47606-259068   Constanta City Park Mall       Licensed   \n",
      "10572  Starbucks  48644-264264             Mercur Craiova       Licensed   \n",
      "10573  Starbucks  24244-236914               Iasi Octagon       Licensed   \n",
      "10574  Starbucks  24245-236915                Iasi Garden       Licensed   \n",
      "10575  Starbucks  48593-263725               AFI Ploiesti       Licensed   \n",
      "10576  Starbucks   2167-142065     Iulius Mall, Timisoara       Licensed   \n",
      "10577  Starbucks  47607-259067    Timisoara Shopping City       Licensed   \n",
      "10578  Starbucks  49063-266764  Timisoara Piata Victoriei       Licensed   \n",
      "\n",
      "                                          Street Address         City  \\\n",
      "10552                                         Turnului 5       Brasov   \n",
      "10553                  23rd Ziduri Mosi Street, 2nd Dist    Bucharest   \n",
      "10554  Liviu Rebreanu Street, no 7A, Dist 3, Park Lak...    Bucharest   \n",
      "10555                           55-59 Calea Vitan Street    Bucharest   \n",
      "10556                  Soseaua Oltenitei 83C, 4th Sector    Bucharest   \n",
      "10557                                   Calea Floreasca.    Bucharest   \n",
      "10558                    Str Franceza No.62-64, Sector 3    Bucharest   \n",
      "10559                                 26 B-dul Timisoara    Bucharest   \n",
      "10560                               Baneasa Airport Area    Bucharest   \n",
      "10561                                    Piata Victoriei    Bucharest   \n",
      "10562  Bucharest, Boulevard Vasile Milea, no 4, AFI C...    Bucharest   \n",
      "10563                             Bd. Dimitrie Pompeiu 6    Bucharest   \n",
      "10564            Voluntari, 14 Bucureti Nord, Ilfov Coun    Bucharest   \n",
      "10565           Calea Victoriei 145, sector 1, Bucharest    Bucharest   \n",
      "10566  Erou Iancu Nicolae nr 67, Comuna Voluntari,Jud...    Bucharest   \n",
      "10567  9B former 9-11, Fabrica de Glucoza Road, 2nd D...    Bucharest   \n",
      "10568    Floresti, Avram Iancu, 492-500, Polus Center Cl         Cluj   \n",
      "10569                         Georgheni Area, Parcul Est  Cluj-Napoca   \n",
      "10570                               220 Aurel Vlaicu Bd.    Constanta   \n",
      "10571  Constanta City Park Alexandru Lapusneanu, Cons...    Constanta   \n",
      "10572  Craiova, Calea Unirii 14, Craiova, Calea Uniri...      Craiova   \n",
      "10573                              Iasi, 5D Palas Street    Iasi City   \n",
      "10574                              Iasi, 5D Palas Street    Iasi City   \n",
      "10575  Ploiesti, Calomfirescu Street, no 2, AFI Ploie...     Ploiesti   \n",
      "10576                              A. Demetriade No 1 St    Timisoara   \n",
      "10577  Timisoara Shopping City Calea Sagului, Timisoa...    Timisoara   \n",
      "10578                            Marasesti Street no 1-3    Timisoara   \n",
      "\n",
      "      State/Province Country Postcode Phone Number                   Timezone  \\\n",
      "10552              B      RO   500152          NaN  GMT+2:00 Europe/Bucharest   \n",
      "10553              B      RO    21203          NaN  GMT+2:00 Europe/Bucharest   \n",
      "10554              B      RO    31772          NaN  GMT+2:00 Europe/Bucharest   \n",
      "10555              B      RO    31282          NaN  GMT+2:00 Europe/Bucharest   \n",
      "10556              B      RO    41302          NaN  GMT+2:00 Europe/Bucharest   \n",
      "10557              B      RO      NaN          NaN  GMT+2:00 Europe/Bucharest   \n",
      "10558              B      RO    30106          NaN  GMT+2:00 Europe/Bucharest   \n",
      "10559              B      RO    61331          NaN  GMT+2:00 Europe/Bucharest   \n",
      "10560              B      RO      NaN          NaN  GMT+2:00 Europe/Bucharest   \n",
      "10561              B      RO      NaN          NaN  GMT+2:00 Europe/Bucharest   \n",
      "10562              B      RO    61344          NaN  GMT+2:00 Europe/Bucharest   \n",
      "10563              B      RO    20337          NaN  GMT+2:00 Europe/Bucharest   \n",
      "10564             BC      RO    77190          NaN  GMT+2:00 Europe/Bucharest   \n",
      "10565             BC      RO    11742          NaN  GMT+2:00 Europe/Bucharest   \n",
      "10566             BC      RO      NaN          NaN  GMT+2:00 Europe/Bucharest   \n",
      "10567             BC      RO    20331          NaN  GMT+2:00 Europe/Bucharest   \n",
      "10568             CJ      RO   407280          NaN  GMT+2:00 Europe/Bucharest   \n",
      "10569             CJ      RO      NaN          NaN  GMT+2:00 Europe/Bucharest   \n",
      "10570             CT      RO   900154          NaN  GMT+2:00 Europe/Bucharest   \n",
      "10571             CT      RO   900396          NaN  GMT+2:00 Europe/Bucharest   \n",
      "10572             DJ      RO   200419          NaN  GMT+2:00 Europe/Bucharest   \n",
      "10573             IS      RO   700722          NaN  GMT+2:00 Europe/Bucharest   \n",
      "10574             IS      RO   700722          NaN  GMT+2:00 Europe/Bucharest   \n",
      "10575             PH      RO   100176          NaN  GMT+2:00 Europe/Bucharest   \n",
      "10576             TM      RO   300088          NaN  GMT+2:00 Europe/Bucharest   \n",
      "10577             TM      RO   300517          NaN  GMT+2:00 Europe/Bucharest   \n",
      "10578             TM      RO  3000086          NaN  GMT+2:00 Europe/Bucharest   \n",
      "\n",
      "       Longitude  Latitude  \n",
      "10552      25.59     45.64  \n",
      "10553      26.12     44.45  \n",
      "10554      26.15     44.42  \n",
      "10555      26.13     44.42  \n",
      "10556      26.12     44.39  \n",
      "10557      26.10     44.46  \n",
      "10558      26.10     44.43  \n",
      "10559      26.10     44.43  \n",
      "10560      26.10     44.43  \n",
      "10561      26.08     44.45  \n",
      "10562      26.05     44.43  \n",
      "10563      26.11     44.48  \n",
      "10564      26.16     44.50  \n",
      "10565      26.10     44.43  \n",
      "10566      26.10     44.43  \n",
      "10567      26.10     44.43  \n",
      "10568      23.53     46.75  \n",
      "10569      23.62     46.77  \n",
      "10570      28.65     44.21  \n",
      "10571      28.63     44.20  \n",
      "10572      23.79     44.32  \n",
      "10573      26.05     44.39  \n",
      "10574      26.05     44.39  \n",
      "10575      26.03     44.95  \n",
      "10576      21.22     45.75  \n",
      "10577      21.20     45.73  \n",
      "10578      21.23     45.75   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "RU \n",
      " <class 'str'>\n",
      "--------------------\n",
      "           Brand  Store Number                Store Name Ownership Type  \\\n",
      "10579  Starbucks  21293-210647               Krasnaya 68  Joint Venture   \n",
      "10580  Starbucks  24243-236919              Krasnaya 108  Joint Venture   \n",
      "10581  Starbucks  21292-210645                 More Mall  Joint Venture   \n",
      "10582  Starbucks  47794-259744             Mega Khinki 2  Joint Venture   \n",
      "10583  Starbucks  32258-119146  Mega Mall Belaya Dacha 2  Joint Venture   \n",
      "...          ...           ...                       ...            ...   \n",
      "10683  Starbucks  24185-236467        Koltsovo Airport 2  Joint Venture   \n",
      "10684  Starbucks  23555-231184  Greenwich - Ekaterinburg  Joint Venture   \n",
      "10685  Starbucks  24026-235125                   Crystal  Joint Venture   \n",
      "10686  Starbucks  23867-233645                    Voyazh  Joint Venture   \n",
      "10687  Starbucks  20260-204424                      Aura  Joint Venture   \n",
      "\n",
      "                                          Street Address           City  \\\n",
      "10579                                Krasnaya Street, 68      Krasnodar   \n",
      "10580                                Krasnaya Street 108      Krasnodar   \n",
      "10581  Novaya Zarya Street, 7 Sochi, Krasnodarskiy Kr...          Sochi   \n",
      "10582                       Khimki, IKEA district, bld 2         Khimki   \n",
      "10583                            1st Pokrovskiy proezd 5      Kotelniki   \n",
      "...                                                  ...            ...   \n",
      "10683                              Bahchivandji Square 1   Ekaterinburg   \n",
      "10684                                 8 Marta street, 46  Yekaterinburg   \n",
      "10685                            D. Mendeleeva Street 1a         Tyumen   \n",
      "10686                                     Gercena str 94         Tyumen   \n",
      "10687              Svobody street, 46a, Central District      Yaroslavl   \n",
      "\n",
      "      State/Province Country Postcode   Phone Number  \\\n",
      "10579            KDA      RU   350000            NaN   \n",
      "10580            KDA      RU      NaN            NaN   \n",
      "10581            KDA      RU   354068            NaN   \n",
      "10582            MOS      RU        0            NaN   \n",
      "10583            MOS      RU   140053  7(495)9677853   \n",
      "...              ...     ...      ...            ...   \n",
      "10683            SVE      RU   620910            NaN   \n",
      "10684            SVE      RU   620014            NaN   \n",
      "10685            TYU      RU   620075            NaN   \n",
      "10686            TYU      RU   625000            NaN   \n",
      "10687            YAR      RU   150000            NaN   \n",
      "\n",
      "                          Timezone  Longitude  Latitude  \n",
      "10579       GMT+3:00 Europe/Moscow      38.97     45.03  \n",
      "10580       GMT+3:00 Europe/Moscow      38.97     45.03  \n",
      "10581       GMT+3:00 Europe/Moscow      39.73     43.60  \n",
      "10582       GMT+3:00 Europe/Moscow      37.40     55.91  \n",
      "10583       GMT+3:00 Europe/Moscow      37.62     55.76  \n",
      "...                            ...        ...       ...  \n",
      "10683  GMT+5:00 Asia/Yekaterinburg      60.80     56.75  \n",
      "10684  GMT+5:00 Asia/Yekaterinburg      60.60     56.83  \n",
      "10685  GMT+5:00 Asia/Yekaterinburg      65.55     57.12  \n",
      "10686  GMT+5:00 Asia/Yekaterinburg      65.54     57.15  \n",
      "10687       GMT+3:00 Europe/Moscow      39.87     57.63  \n",
      "\n",
      "[109 rows x 13 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "SA \n",
      " <class 'str'>\n",
      "--------------------\n",
      "           Brand  Store Number               Store Name Ownership Type  \\\n",
      "10688  Starbucks  27352-247328                   RIYADH       Licensed   \n",
      "10689  Starbucks  26978-244487               Oasis Mall       Licensed   \n",
      "10690  Starbucks  27350-247327           Oasis Al-Kharj       Licensed   \n",
      "10691  Starbucks  25364-238332             Silver Plaza       Licensed   \n",
      "10692  Starbucks  28337-250591              PNU Library       Licensed   \n",
      "...          ...           ...                      ...            ...   \n",
      "10785  Starbucks   34255-62699                   ارامكو       Licensed   \n",
      "10786  Starbucks  29390-253569  KFIA - Domestic Airside       Licensed   \n",
      "10787  Starbucks  47516-253013              Manar Plaza       Licensed   \n",
      "10788  Starbucks  27187-246904     Jubail Galleria Mall       Licensed   \n",
      "10789  Starbucks  27288-247136         Milagro Boutique       Licensed   \n",
      "\n",
      "                                          Street Address      City  \\\n",
      "10688            King Abdu alaziz Rd intersection Hisham  AL KHARJ   \n",
      "10689  Between King Khalid Rd &, Abu Abdullah Al Atta...    Khobar   \n",
      "10690                       King Abdullah Rd, Al Khuzama    RIYADH   \n",
      "10691                                                TBD    RIYADH   \n",
      "10692                    Airport Rd, King Khalid Airport    RIYADH   \n",
      "...                                                  ...       ...   \n",
      "10785                                           حي الوحة   الظهران   \n",
      "10786                King Fahad Airport-Domestic Airside    DAMMAM   \n",
      "10787            King Fahad Rd with Abu Bakr Alsiddiq St    Dammam   \n",
      "10788                Between Ad-Danah Rd. & Al Shati St.    Jubail   \n",
      "10789                      Al Imam Turki Ibn Abdullah Rd    Tabouk   \n",
      "\n",
      "      State/Province Country Postcode Phone Number               Timezone  \\\n",
      "10688              1      SA      NaN          NaN  GMT+03:00 Asia/Riyadh   \n",
      "10689              1      SA      NaN          NaN  GMT+03:00 Asia/Riyadh   \n",
      "10690              1      SA      NaN          NaN  GMT+03:00 Asia/Riyadh   \n",
      "10691              1      SA      NaN          NaN  GMT+03:00 Asia/Riyadh   \n",
      "10692              1      SA      NaN          NaN  GMT+03:00 Asia/Riyadh   \n",
      "...              ...     ...      ...          ...                    ...   \n",
      "10785              4      SA      NaN  96638913662  GMT+03:00 Asia/Riyadh   \n",
      "10786              6      SA      NaN          NaN  GMT+03:00 Asia/Riyadh   \n",
      "10787              6      SA      NaN          NaN  GMT+03:00 Asia/Riyadh   \n",
      "10788              6      SA      NaN          NaN  GMT+03:00 Asia/Riyadh   \n",
      "10789              7      SA      NaN          NaN  GMT+03:00 Asia/Riyadh   \n",
      "\n",
      "       Longitude  Latitude  \n",
      "10688      46.68     24.74  \n",
      "10689      50.18     26.28  \n",
      "10690      47.27     24.13  \n",
      "10691      46.62     24.68  \n",
      "10692      46.66     24.67  \n",
      "...          ...       ...  \n",
      "10785      50.16     26.33  \n",
      "10786      50.08     26.42  \n",
      "10787      50.11     26.43  \n",
      "10788      49.57     27.14  \n",
      "10789      36.59     28.38  \n",
      "\n",
      "[102 rows x 13 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "SE \n",
      " <class 'str'>\n",
      "--------------------\n",
      "           Brand  Store Number                     Store Name Ownership Type  \\\n",
      "10790  Starbucks  48223-262305                 Kista Galleria       Licensed   \n",
      "10791  Starbucks  24462-238043               Haninge ICA Maxi       Licensed   \n",
      "10792  Starbucks  27979-249247        Haggvik ICA Stormarknad       Licensed   \n",
      "10793  Starbucks  26448-227164            Mall of Scandinavia       Licensed   \n",
      "10794  Starbucks  20659-206824      Stockholm Central Station       Licensed   \n",
      "10795  Starbucks  24388-234525          Stureplan - Stockholm       Licensed   \n",
      "10796  Starbucks  23967-234504                          Fenix       Licensed   \n",
      "10797  Starbucks  29774-255316                           MOOD       Licensed   \n",
      "10798  Starbucks  49122-267124                Klarabergsgatan       Licensed   \n",
      "10799  Starbucks  23205-228748                      Hamngatan       Licensed   \n",
      "10800  Starbucks  19012-197686     Stockolm Arlanda Skybridge       Licensed   \n",
      "10801  Starbucks  18345-188106   Stockholm Arlanda Airport T2       Licensed   \n",
      "10802  Starbucks   7060-147805   Stockholm Arlanda Airport T5       Licensed   \n",
      "10803  Starbucks  48967-266012             Taby Centrum Kiosk       Licensed   \n",
      "10804  Starbucks  26392-235964                   Täby Centrum       Licensed   \n",
      "10805  Starbucks  28340-250589                 Gränby Centrum       Licensed   \n",
      "10806  Starbucks  16716-169266     Gothenburg Central Station       Licensed   \n",
      "10807  Starbucks  29341-251029  Vasteras - ICA Maxi Erikslund       Licensed   \n",
      "\n",
      "                              Street Address                 City  \\\n",
      "10790                       Hanstavagen 55 F                Kista   \n",
      "10791          Osterport 4, Haninge - Handen              Soderby   \n",
      "10792                            Mossvagen 1           Sollentuna   \n",
      "10793        Stjärntorget 2, Flagship Avenue                Solna   \n",
      "10794               Stockholm Centralstation            Stockholm   \n",
      "10795                Kungsgatan 2, Stureplan            Stockholm   \n",
      "10796  Götgatan 40, Götgatsbacken, Södermalm            Stockholm   \n",
      "10797      Norrlandsgatan 13, MOOD Stockholm            Stockholm   \n",
      "10798                           Vasagatan 22            Stockholm   \n",
      "10799                           Hamngatan 33            Stockholm   \n",
      "10800     Stockholm Arlanda Airport, SkyCity  Stockholm - Arlanda   \n",
      "10801   Stockholm Arlanda Airport Terminal 2  Stockholm - Arlanda   \n",
      "10802  Terminal 5 - Airside - Gate Area 1-10  Stolkholm - Arlanda   \n",
      "10803  Stora Marknadsvagen, Level 0, Level 0                 Taby   \n",
      "10804      Stora Marknadsvägen, Östra entrén                 Täby   \n",
      "10805         Marknadsgatan 1, East entrance              Uppsala   \n",
      "10806                      Drottningtorget 1           Gothenburg   \n",
      "10807                        Traversgatan 12             Vasteras   \n",
      "\n",
      "      State/Province Country   Postcode    Phone Number  \\\n",
      "10790             AB      SE      16453             NaN   \n",
      "10791             AB      SE      13647             NaN   \n",
      "10792             AB      SE     191 62             NaN   \n",
      "10793             AB      SE     169 56             NaN   \n",
      "10794             AB      SE     101 35             NaN   \n",
      "10795             AB      SE     111 42             NaN   \n",
      "10796             AB      SE     118 26             NaN   \n",
      "10797             AB      SE     111 43     46730837892   \n",
      "10798             AB      SE      11122             NaN   \n",
      "10799             AB      SE     111 47             NaN   \n",
      "10800             AB      SE     190 45             NaN   \n",
      "10801             AB      SE     190 45             NaN   \n",
      "10802             AB      SE  SE-190 45             NaN   \n",
      "10803             AB      SE      18370             NaN   \n",
      "10804             AB      SE      18370             NaN   \n",
      "10805              C      SE  SE-754 60  46 72 245 54 3   \n",
      "10806              O      SE     411 03             NaN   \n",
      "10807              U      SE     721 38     46 01042206   \n",
      "\n",
      "                        Timezone  Longitude  Latitude  \n",
      "10790  GMT+1:00 Europe/Stockholm      17.94     59.40  \n",
      "10791  GMT+1:00 Europe/Stockholm      18.16     59.18  \n",
      "10792  GMT+1:00 Europe/Stockholm      17.93     59.44  \n",
      "10793  GMT+1:00 Europe/Stockholm      18.01     59.37  \n",
      "10794  GMT+1:00 Europe/Stockholm      18.06     59.33  \n",
      "10795  GMT+1:00 Europe/Stockholm      18.07     59.34  \n",
      "10796  GMT+1:00 Europe/Stockholm      18.07     59.32  \n",
      "10797  GMT+1:00 Europe/Stockholm      18.07     59.33  \n",
      "10798  GMT+1:00 Europe/Stockholm      18.06     59.33  \n",
      "10799  GMT+1:00 Europe/Stockholm      18.07     59.33  \n",
      "10800  GMT+1:00 Europe/Stockholm      17.93     59.65  \n",
      "10801  GMT+1:00 Europe/Stockholm      17.93     59.64  \n",
      "10802  GMT+1:00 Europe/Stockholm      17.93     59.65  \n",
      "10803  GMT+1:00 Europe/Stockholm      18.08     59.44  \n",
      "10804  GMT+1:00 Europe/Stockholm      18.08     59.45  \n",
      "10805  GMT+1:00 Europe/Stockholm      17.68     59.88  \n",
      "10806  GMT+1:00 Europe/Stockholm      11.97     57.71  \n",
      "10807  GMT+1:00 Europe/Stockholm      16.46     59.62   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "SG \n",
      " <class 'str'>\n",
      "--------------------\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "           Brand  Store Number                Store Name Ownership Type  \\\n",
      "10808  Starbucks   1343-139910          Marina Square II  Company Owned   \n",
      "10809  Starbucks  24103-235468  Suntec City Mall level 1  Company Owned   \n",
      "10810  Starbucks  20609-192968                    Hillv2  Company Owned   \n",
      "10811  Starbucks  26906-169304         Tiong Bahru Plaza  Company Owned   \n",
      "10812  Starbucks  17156-180012             Delfi Orchard  Company Owned   \n",
      "...          ...           ...                       ...            ...   \n",
      "10933  Starbucks   5004-152688   Yusof Ishak House - NUS  Company Owned   \n",
      "10934  Starbucks   2123-138936   Mapletree Business City  Company Owned   \n",
      "10935  Starbucks  31757-117364          Great World CIty  Company Owned   \n",
      "10936  Starbucks   33103-11382           Holland Village  Company Owned   \n",
      "10937  Starbucks   33142-71801       HarbourFront Centre  Company Owned   \n",
      "\n",
      "                                          Street Address       City  \\\n",
      "10808  6 Raffles Boulevard, #03-217/218 Marina Square...  Singapore   \n",
      "10809      3 Temasek Boulevard, #01-433 Suntec City Mall  Singapore   \n",
      "10810        6 Hillview Rise , #01-05, Tiong Bahru Plaza  Singapore   \n",
      "10811                     302 Tiong Buhru Road, #01-111B  Singapore   \n",
      "10812  402 Orchard Road, #01-01, National University ...  Singapore   \n",
      "...                                                  ...        ...   \n",
      "10933                          31, Lower Kent Ridge Road  Singapore   \n",
      "10934                      10, 20, 30 Pasir Panjang Road  Singapore   \n",
      "10935          1 Kim Seng Promenade, 02-21A/C & 02-20B/E  Singapore   \n",
      "10936            255 Holland Avenue, HarbourFront Centre  Singapore   \n",
      "10937                       1 Maritime Square, #01-75/76  Singapore   \n",
      "\n",
      "      State/Province Country Postcode Phone Number  \\\n",
      "10808              1      SG    39594          NaN   \n",
      "10809              1      SG    38983          NaN   \n",
      "10810              1      SG   667980          NaN   \n",
      "10811              1      SG   168732          NaN   \n",
      "10812              1      SG   238876          NaN   \n",
      "...              ...     ...      ...          ...   \n",
      "10933              5      SG   119078          NaN   \n",
      "10934              5      SG   111713          NaN   \n",
      "10935              5      SG   237994          NaN   \n",
      "10936              5      SG   278983     463 9320   \n",
      "10937              5      SG    99253          NaN   \n",
      "\n",
      "                          Timezone  Longitude  Latitude  \n",
      "10808       GMT+07:00 Asia/Jakarta     103.86      1.29  \n",
      "10809       GMT+07:00 Asia/Jakarta     103.86      1.29  \n",
      "10810  GMT+08:00 Asia/Kuala_Lumpur     103.76      1.36  \n",
      "10811       GMT+07:00 Asia/Jakarta     103.83      1.29  \n",
      "10812  GMT+08:00 Asia/Kuala_Lumpur     103.83      1.31  \n",
      "...                            ...        ...       ...  \n",
      "10933  GMT+08:00 Asia/Kuala_Lumpur     103.77      1.30  \n",
      "10934       GMT+07:00 Asia/Jakarta     103.80      1.27  \n",
      "10935       GMT+07:00 Asia/Jakarta     103.83      1.29  \n",
      "10936  GMT+08:00 Asia/Kuala_Lumpur     103.80      1.31  \n",
      "10937       GMT+07:00 Asia/Jakarta     103.82      1.26  \n",
      "\n",
      "[130 rows x 13 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "SK \n",
      " <class 'str'>\n",
      "--------------------\n",
      "           Brand  Store Number           Store Name Ownership Type  \\\n",
      "10938  Starbucks  49331-254845              Eurovea       Licensed   \n",
      "10939  Starbucks  49324-261229  Avion Shopping Park       Licensed   \n",
      "10940  Starbucks  49159-254844               AuPark       Licensed   \n",
      "\n",
      "                               Street Address        City State/Province  \\\n",
      "10938          Pribinova 8, 811 09 Bratislava  Bratislava             BL   \n",
      "10939                   Ivanska cesta 5740/16  Bratislava             BL   \n",
      "10940  Einsteinova 3541/18, 821 01 Bratislava  Bratislava             BL   \n",
      "\n",
      "      Country Postcode Phone Number                Timezone  Longitude  \\\n",
      "10938      SK   811 09          NaN  GMT+1:00 Europe/Prague      17.12   \n",
      "10939      SK   821 04          NaN  GMT+1:00 Europe/Prague      17.18   \n",
      "10940      SK   821 01          NaN  GMT+1:00 Europe/Prague      17.11   \n",
      "\n",
      "       Latitude  \n",
      "10938     48.14  \n",
      "10939     48.16  \n",
      "10940     48.13   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "SV \n",
      " <class 'str'>\n",
      "--------------------\n",
      "           Brand  Store Number                Store Name Ownership Type  \\\n",
      "10941  Starbucks  12996-155144                  Gran Via       Licensed   \n",
      "10942  Starbucks  15027-155145                Multiplaza       Licensed   \n",
      "10943  Starbucks   8147-153110         Plaza Santa Elena       Licensed   \n",
      "10944  Starbucks  26817-245710     Metrocentro Santa Ana       Licensed   \n",
      "10945  Starbucks  23482-230645        Starbucks El Paseo       Licensed   \n",
      "10946  Starbucks  20454-205584  Starbucks Colonia Medica       Licensed   \n",
      "10947  Starbucks  26516-227287                  PROCERES       Licensed   \n",
      "10948  Starbucks  26090-227290  METROCENTRO SAN SALVADOR       Licensed   \n",
      "10949  Starbucks  25913-242932               PLAZA MUNDO       Licensed   \n",
      "10950  Starbucks  15159-155284                  Galerias       Licensed   \n",
      "10951  Starbucks  25910-242930   SBUX World Trade Center       Licensed   \n",
      "\n",
      "                                          Street Address               City  \\\n",
      "10941           Pan American Highway and Street Chiltiup  Antiguo Cuscatlan   \n",
      "10942                               Pan American Highway  Antiguo Cuscatlan   \n",
      "10943   Blvd. Santa Elena y Calle Alegria, Local Ancla D        La Libertad   \n",
      "10944  Avenida Independencia, Centro Comercial Metroc...          Santa Ana   \n",
      "10945             Paseo General Escalon y 77 Avenida Sur       San Salvador   \n",
      "10946   2A Segunda Diagonal y Pasaje 1 #105, Col. Medica       San Salvador   \n",
      "10947   Boulevard de Los Proceres, Contiguo a Torre Citi       San Salvador   \n",
      "10948                                     MBU to Provide       San Salvador   \n",
      "10949            CENTRO COMERCIAL PLAZA MUNDO, SOYAPANGO       SAN SALVADOR   \n",
      "10950                        Paseo General Escalon #3700       San Salvador   \n",
      "10951                  87 AVE. NORTE Y CALLE DEL MIRADOR       SAN SALVADOR   \n",
      "\n",
      "      State/Province Country Postcode Phone Number  \\\n",
      "10941             LI      SV      NaN          NaN   \n",
      "10942             LI      SV      NaN          NaN   \n",
      "10943             LI      SV      NaN          NaN   \n",
      "10944             SA      SV      NaN          NaN   \n",
      "10945             SS      SV      NaN          NaN   \n",
      "10946             SS      SV      NaN          NaN   \n",
      "10947             SS      SV      NaN          NaN   \n",
      "10948             SS      SV      NaN          NaN   \n",
      "10949             SS      SV      NaN          NaN   \n",
      "10950             SS      SV      NaN          NaN   \n",
      "10951             SS      SV      NaN          NaN   \n",
      "\n",
      "                             Timezone  Longitude  Latitude  \n",
      "10941  GMT+000000 America/El_Salvador     -89.25     13.68  \n",
      "10942  GMT+000000 America/El_Salvador     -89.25     13.68  \n",
      "10943  GMT+000000 America/El_Salvador     -89.26     13.67  \n",
      "10944  GMT+000000 America/El_Salvador     -89.56     13.98  \n",
      "10945  GMT+000000 America/El_Salvador     -89.24     13.70  \n",
      "10946  GMT+000000 America/El_Salvador     -89.18     13.71  \n",
      "10947  GMT+000000 America/El_Salvador     -89.23     13.68  \n",
      "10948  GMT+000000 America/El_Salvador     -89.21     13.70  \n",
      "10949  GMT+000000 America/El_Salvador     -89.15     13.70  \n",
      "10950  GMT+000000 America/El_Salvador     -89.23     13.70  \n",
      "10951  GMT+000000 America/El_Salvador     -89.24     13.71   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "TH \n",
      " <class 'str'>\n",
      "--------------------\n",
      "           Brand  Store Number                Store Name Ownership Type  \\\n",
      "10952  Starbucks  32359-136499          The Mall Bangkae  Company Owned   \n",
      "10953  Starbucks   2046-141768                       CDC  Company Owned   \n",
      "10954  Starbucks   1478-142236         Vejthani Hospital  Company Owned   \n",
      "10955  Starbucks  17707-182486    The Scene Town in Town  Company Owned   \n",
      "10956  Starbucks  33741-253264     The Mall Bangkapi G/F  Company Owned   \n",
      "...          ...           ...                       ...            ...   \n",
      "11236  Starbucks  20838-188467  Central Festival Hat Yai  Company Owned   \n",
      "11237  Starbucks   33754-97972           Tuk Com Pattaya  Company Owned   \n",
      "11238  Starbucks  33761-143431      Royal Garden Pattaya  Company Owned   \n",
      "11239  Starbucks   33718-28447                   Pattaya  Company Owned   \n",
      "11240  Starbucks   1967-136510  Central Festival Pattaya  Company Owned   \n",
      "\n",
      "                                          Street Address        City  \\\n",
      "10952  275, G Zone Fashion Hall 1, Moo 1, Petchakasem...     Bangkae   \n",
      "10953  Crytal Design Center, Room No.Z2.143, Soi Lard...    Bangkapi   \n",
      "10954  Vejthani Hospital, No.1, Soi Lardprao 111, Lar...    Bangkapi   \n",
      "10955  Sriwara Road, Wana Thong Lang, Sriwara Road,, ...    Bangkapi   \n",
      "10956  3522, Food Center G Floor, The Mall Bangkapi, ...    Bangkapi   \n",
      "...                                                  ...         ...   \n",
      "11236       Central Had Yai, Karnjanavanit Road, Hat Yai    Songkhla   \n",
      "11237                       8, Moo 10 South Pattaya Road  Banglamung   \n",
      "11238                             218, Moo 10 Beach Road  Banglamung   \n",
      "11239               219/3, Yamamoto 13/1 Soi  Beach Road  Banglamung   \n",
      "11240  Unit 156, Central Festival Pattaya Beach, 333/...  Banglamung   \n",
      "\n",
      "      State/Province Country Postcode Phone Number                Timezone  \\\n",
      "10952             10      TH    10160    844387432  GMT+07:00 Asia/Bangkok   \n",
      "10953             10      TH    10240    819393806  GMT+07:00 Asia/Bangkok   \n",
      "10954             10      TH    10240    844387449  GMT+07:00 Asia/Bangkok   \n",
      "10955             10      TH    10310    847517727  GMT+07:00 Asia/Bangkok   \n",
      "10956             10      TH    10240    844387362  GMT+07:00 Asia/Bangkok   \n",
      "...              ...     ...      ...          ...                     ...   \n",
      "11236             90      TH    90110    922798164  GMT+07:00 Asia/Bangkok   \n",
      "11237              S      TH    20150    844387374  GMT+07:00 Asia/Bangkok   \n",
      "11238              S      TH    20260    844387377  GMT+07:00 Asia/Bangkok   \n",
      "11239              S      TH    20150    844387331  GMT+07:00 Asia/Bangkok   \n",
      "11240              S      TH    20150    844387451  GMT+07:00 Asia/Bangkok   \n",
      "\n",
      "       Longitude  Latitude  \n",
      "10952     100.41     13.71  \n",
      "10953     100.62     13.80  \n",
      "10954     100.64     13.77  \n",
      "10955     100.61     13.77  \n",
      "10956     100.64     13.77  \n",
      "...          ...       ...  \n",
      "11236     100.48      6.99  \n",
      "11237     100.88     12.92  \n",
      "11238     100.88     12.93  \n",
      "11239     100.88     12.93  \n",
      "11240     100.88     12.93  \n",
      "\n",
      "[289 rows x 13 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "TR \n",
      " <class 'str'>\n",
      "--------------------\n",
      "           Brand  Store Number       Store Name Ownership Type  \\\n",
      "11241  Starbucks   3165-143231        Starbucks       Licensed   \n",
      "11242  Starbucks   3030-142267        Starbucks       Licensed   \n",
      "11243  Starbucks   1942-139246        Starbucks       Licensed   \n",
      "11244  Starbucks   6130-149624        Starbucks       Licensed   \n",
      "11245  Starbucks  23681-232564        Starbucks       Licensed   \n",
      "...          ...           ...              ...            ...   \n",
      "11562  Starbucks  47202-257209  Adapazari Agora       Licensed   \n",
      "11563  Starbucks  25765-242368         Serdivan       Licensed   \n",
      "11564  Starbucks  48956-265970      Ellialtilar       Licensed   \n",
      "11565  Starbucks  19212-199664        Starbucks       Licensed   \n",
      "11566  Starbucks  19398-201886        Starbucks       Licensed   \n",
      "\n",
      "                                          Street Address     City  \\\n",
      "11241  Yeni Mah. Ogretmenler Bulv. M1 Merkez, Alisver...    Adana   \n",
      "11242  Kurtulus Mah. Ziya Pasa Bulv. Ali Sadi, Apt. N...    Adana   \n",
      "11243               Incirlik Ussu 10. Sencer Komutanligi    Adana   \n",
      "11244         Guzelyali Mah.Kenan Evren Bulv., No: 105/B    Adana   \n",
      "11245  Guzelyali Mah. Turgut Ozal Bulvari No:44, Cuku...    Adana   \n",
      "...                                                  ...      ...   \n",
      "11562  Arabacialani Mah. Eski Kazim No 10,, Kasim Pas...  Sakarya   \n",
      "11563  Arabaci Alani Mah. Mert Sok., No:25/A  zemin k...  Sakarya   \n",
      "11564      Istiklal Cd No 186, Bahcelievler Mah. Ilkadim   Samsun   \n",
      "11565  Yeni Mah. Eski Otogar Mevki Çarsamba, Cad. Pia...   Samsun   \n",
      "11566        Cumhuriyet Mah Adnan, Menderes Bulv No: 367   Samsun   \n",
      "\n",
      "      State/Province Country Postcode     Phone Number  \\\n",
      "11241              1      TR     1000      322 2710457   \n",
      "11242              1      TR     1130  0 322 457 94 95   \n",
      "11243              1      TR     1220              NaN   \n",
      "11244              1      TR     1170   0322 235 21 26   \n",
      "11245              1      TR     1170              NaN   \n",
      "...              ...     ...      ...              ...   \n",
      "11562             54      TR    54050              NaN   \n",
      "11563             54      TR    54050              NaN   \n",
      "11564             55      TR    55070              NaN   \n",
      "11565             55      TR    55080   0 362 290 1760   \n",
      "11566             55      TR    55200      362 4376277   \n",
      "\n",
      "                     Timezone  Longitude  Latitude  \n",
      "11241  GMT+2:00 Asia/Istanbul      35.24     37.02  \n",
      "11242  GMT+2:00 Asia/Istanbul      35.32     37.00  \n",
      "11243  GMT+2:00 Asia/Istanbul      35.44     37.00  \n",
      "11244  GMT+2:00 Asia/Istanbul      35.30     37.05  \n",
      "11245  GMT+2:00 Asia/Istanbul      35.30     37.05  \n",
      "...                       ...        ...       ...  \n",
      "11562  GMT+2:00 Asia/Istanbul      30.37     40.78  \n",
      "11563  GMT+2:00 Asia/Istanbul      30.37     40.78  \n",
      "11564  GMT+2:00 Asia/Istanbul      36.34     41.28  \n",
      "11565  GMT+2:00 Asia/Istanbul      36.35     41.28  \n",
      "11566  GMT+2:00 Asia/Istanbul      36.26     41.34  \n",
      "\n",
      "[326 rows x 13 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "TT \n",
      " <class 'str'>\n",
      "--------------------\n",
      "           Brand  Store Number               Store Name Ownership Type  \\\n",
      "11567  Starbucks  48621-262725                 Endeavor       Licensed   \n",
      "11568  Starbucks  50723-265784              Movie Towne       Licensed   \n",
      "11569  Starbucks  48623-261886  South Park San Fernando       Licensed   \n",
      "\n",
      "                                          Street Address           City  \\\n",
      "11567  Lot B, Narsaloo, Ramaya Road, Endeavor, Chaguanas      Chaguanas   \n",
      "11568  Movie Towne, Invaders Bay, Audrey Jeffers Highway  Port of Spain   \n",
      "11569                                  Tarouba Link Road   San Fernando   \n",
      "\n",
      "      State/Province Country Postcode Phone Number  \\\n",
      "11567            CHA      TT        0          NaN   \n",
      "11568            POS      TT        0          NaN   \n",
      "11569            SFO      TT        0          NaN   \n",
      "\n",
      "                             Timezone  Longitude  Latitude  \n",
      "11567  GMT+000000 America/Port_of_Spa     -61.41     10.53  \n",
      "11568  GMT+000000 America/Port_of_Spa     -61.53     10.66  \n",
      "11569  GMT+000000 America/Port_of_Spa     -61.45     10.29   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "TW \n",
      " <class 'str'>\n",
      "--------------------\n",
      "           Brand  Store Number                  Store Name Ownership Type  \\\n",
      "11570  Starbucks   33450-98252                    Zhang Ji  Joint Venture   \n",
      "11571  Starbucks  18357-171304          Changhua Zhongshan  Joint Venture   \n",
      "11572  Starbucks  23189-225004           Zhonghua Xiaoyang  Joint Venture   \n",
      "11573  Starbucks  47738-249499                       Hemei  Joint Venture   \n",
      "11574  Starbucks  23702-232905                      Lukang  Joint Venture   \n",
      "...          ...           ...                         ...            ...   \n",
      "11959  Starbucks  24328-237112                       Tanzi  Joint Venture   \n",
      "11960  Starbucks  21552-211966                      Douliu  Joint Venture   \n",
      "11961  Starbucks  19643-196224  Xiluo Rest Area-Freeway #1  Joint Venture   \n",
      "11962  Starbucks  29467-253989         THSR Yunlin Station  Joint Venture   \n",
      "11963  Starbucks  22391-220725                       Huwei  Joint Venture   \n",
      "\n",
      "                                   Street Address             City  \\\n",
      "11570                    No. 235, Syuguang W. Rd.    Changhua City   \n",
      "11571                       Sec. 2, Zhongshan Rd.    Changhua City   \n",
      "11572                             Zhonghua W. Rd.    Changhua City   \n",
      "11573                 Daozhou Rd., Hemei Township  Changhua County   \n",
      "11574                              Zhongzheng Rd.  Lukang Township   \n",
      "...                                           ...              ...   \n",
      "11959                     Shengli Rd, Tanzi Dist.    Taichung City   \n",
      "11960                   No.190, Sec.2, Yunlin Rd.      Douliu City   \n",
      "11961             No.1, Zhenxing, Xiluo Township,   Xiluo Township   \n",
      "11962     No.301, Zhanqian E. Rd., Huwei Township    Yunlin County   \n",
      "11963  No.491, Sec. 1, Linsen Rd., Huwei Township    Yunlin County   \n",
      "\n",
      "      State/Province Country Postcode Phone Number               Timezone  \\\n",
      "11570            CHA      TW      500          NaN  GMT+08:00 Asia/Taipei   \n",
      "11571            CHA      TW    50063          NaN  GMT+08:00 Asia/Taipei   \n",
      "11572            CHA      TW    50056          NaN  GMT+08:00 Asia/Taipei   \n",
      "11573            CHA      TW    50845          NaN  GMT+08:00 Asia/Taipei   \n",
      "11574            CHA      TW    50544          NaN  GMT+08:00 Asia/Taipei   \n",
      "...              ...     ...      ...          ...                    ...   \n",
      "11959            TXQ      TW    42750          NaN  GMT+08:00 Asia/Taipei   \n",
      "11960            YUN      TW    64041          NaN  GMT+08:00 Asia/Taipei   \n",
      "11961            YUN      TW    64882          NaN  GMT+08:00 Asia/Taipei   \n",
      "11962            YUN      TW    63247          NaN  GMT+08:00 Asia/Taipei   \n",
      "11963            YUN      TW    63243          NaN  GMT+08:00 Asia/Taipei   \n",
      "\n",
      "       Longitude  Latitude  \n",
      "11570     120.55     24.07  \n",
      "11571     120.54     24.07  \n",
      "11572     120.53     24.07  \n",
      "11573     120.50     24.11  \n",
      "11574     120.44     24.06  \n",
      "...          ...       ...  \n",
      "11959     120.70     24.21  \n",
      "11960     120.53     23.70  \n",
      "11961     120.46     23.78  \n",
      "11962     120.42     23.74  \n",
      "11963     120.43     23.71  \n",
      "\n",
      "[394 rows x 13 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "US \n",
      " <class 'str'>\n",
      "--------------------\n",
      "           Brand  Store Number                        Store Name  \\\n",
      "11964  Starbucks   3513-125945           Safeway-Anchorage #1809   \n",
      "11965  Starbucks   74352-84449           Safeway-Anchorage #2628   \n",
      "11966  Starbucks  12449-152385         Safeway - Anchorage #1813   \n",
      "11967  Starbucks  24936-233524          100th & C St - Anchorage   \n",
      "11968  Starbucks    8973-85630              Old Seward & Diamond   \n",
      "...          ...           ...                               ...   \n",
      "25567  Starbucks   74385-87621             Safeway-Laramie #2466   \n",
      "25568  Starbucks   73320-24375          Ridley's - Laramie #1131   \n",
      "25569  Starbucks  22425-219024            Laramie - Grand & 30th   \n",
      "25570  Starbucks  10849-103163      I-80 & Dewar Dr-Rock Springs   \n",
      "25571  Starbucks  10769-102454  Coffeen & Brundage Lane-Sheridan   \n",
      "\n",
      "      Ownership Type                                     Street Address  \\\n",
      "11964       Licensed                               5600 Debarr Rd Ste 9   \n",
      "11965       Licensed                                     1725 Abbott Rd   \n",
      "11966       Licensed                                    1501 Huffman Rd   \n",
      "11967  Company Owned  320 W. 100th Ave, 100, Southgate Shopping Ctr ...   \n",
      "11968  Company Owned                                 1005 E Dimond Blvd   \n",
      "...              ...                                                ...   \n",
      "25567       Licensed                                       554 N 3rd St   \n",
      "25568       Licensed                                      3112 E. Grand   \n",
      "25569  Company Owned                                     3021 Grand Ave   \n",
      "25570  Company Owned                                   118 Westland Way   \n",
      "25571  Company Owned                                   2208 Coffeen Ave   \n",
      "\n",
      "               City State/Province Country   Postcode    Phone Number  \\\n",
      "11964     Anchorage             AK      US  995042300    907-339-0900   \n",
      "11965     Anchorage             AK      US  995073444    907-339-2800   \n",
      "11966     Anchorage             AK      US  995153596    907-339-1300   \n",
      "11967     Anchorage             AK      US      99515  (907) 227-9631   \n",
      "11968     Anchorage             AK      US  995152050    907-344-4160   \n",
      "...             ...            ...     ...        ...             ...   \n",
      "25567       Laramie             WY      US  820723012    307-721-5107   \n",
      "25568       Laramie             WY      US  820705141    307-742-8146   \n",
      "25569       Laramie             WY      US      82070    307-742-3262   \n",
      "25570  Rock Springs             WY      US  829015751    307-362-7145   \n",
      "25571     Sheridian             WY      US  828016213    307-672-5129   \n",
      "\n",
      "                          Timezone  Longitude  Latitude  \n",
      "11964  GMT-09:00 America/Anchorage    -149.78     61.21  \n",
      "11965  GMT-09:00 America/Anchorage    -149.84     61.14  \n",
      "11966  GMT-09:00 America/Anchorage    -149.85     61.11  \n",
      "11967  GMT-09:00 America/Anchorage    -149.89     61.13  \n",
      "11968  GMT-09:00 America/Anchorage    -149.86     61.14  \n",
      "...                            ...        ...       ...  \n",
      "25567     GMT-07:00 America/Denver    -105.59     41.32  \n",
      "25568     GMT-07:00 America/Denver    -105.56     41.31  \n",
      "25569     GMT-07:00 America/Denver    -105.56     41.31  \n",
      "25570     GMT-07:00 America/Denver    -109.25     41.58  \n",
      "25571     GMT-07:00 America/Denver    -106.94     44.77  \n",
      "\n",
      "[13608 rows x 13 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "VN \n",
      " <class 'str'>\n",
      "--------------------\n",
      "           Brand  Store Number             Store Name Ownership Type  \\\n",
      "25572  Starbucks  48482-263452        Phạm Ngọc Thạch       Licensed   \n",
      "25573  Starbucks  24015-232287             Press Club       Licensed   \n",
      "25574  Starbucks  24016-230012                    IPH       Licensed   \n",
      "25575  Starbucks  47910-260386             The Garden       Licensed   \n",
      "25576  Starbucks  24003-228944               Lan Viên       Licensed   \n",
      "25577  Starbucks  24014-231244               Bà Triệu       Licensed   \n",
      "25578  Starbucks  49436-269127              The Vista       Licensed   \n",
      "25579  Starbucks  49441-269128          Ibis building       Licensed   \n",
      "25580  Starbucks  18663-190626        President Place       Licensed   \n",
      "25581  Starbucks  24011-230014                Pandora       Licensed   \n",
      "25582  Starbucks  23633-223885                Đông Du       Licensed   \n",
      "25583  Starbucks  23925-226964                Đề Thám       Licensed   \n",
      "25584  Starbucks  48282-262438        Nguyễn Văn Trỗi       Licensed   \n",
      "25585  Starbucks  25378-234124               VivoCity       Licensed   \n",
      "25586  Starbucks  29695-254869                  Lakai       Licensed   \n",
      "25587  Starbucks  48731-264926  Thành Phố Hồ Chí Minh       Licensed   \n",
      "25588  Starbucks  25865-242710                  Kumho       Licensed   \n",
      "25589  Starbucks  24009-223886         Phan Xich Long       Licensed   \n",
      "25590  Starbucks  25346-240592              Thảo Điền       Licensed   \n",
      "25591  Starbucks  29047-252265             Nguyễn Huệ       Licensed   \n",
      "25592  Starbucks  27767-248666                    SSG       Licensed   \n",
      "25593  Starbucks  18687-193924              New World       Licensed   \n",
      "25594  Starbucks  27082-246744                  Emart       Licensed   \n",
      "25595  Starbucks  21401-212072                    Rex       Licensed   \n",
      "25596  Starbucks  24010-226985               Panorama       Licensed   \n",
      "\n",
      "                                          Street Address  \\\n",
      "25572                    2 Phạm Ngọc Thạch, Quận Đống Đa   \n",
      "25573  59A Lý Thái Tổ, Quận Hoàn Kiếm, #123 Tầng trệt...   \n",
      "25574                       241 Xuân Thủy, Quận Cầu Giấy   \n",
      "25575  Tầng 1, TTTM The Garden, khu đô thị The Manor,...   \n",
      "25576                        32 Hàng Bài, Quận Hoàn Kiếm   \n",
      "25577                    314 Bà Triệu, Quận Hai Bà Trưng   \n",
      "25578  628 Xa Lo Ha Noi Highway, Dist 2, Ground Floor...   \n",
      "25579  2 Hong Ha st, Ward 2, Tan Binh Dist, Tầng trệt...   \n",
      "25580  93 Nguyễn Du, Quận 1, Tầng trệt Trung Tâm Thươ...   \n",
      "25581                     1/1 Trường Chinh, Quận Tân Phú   \n",
      "25582                                 38 Đông Du, Quận 1   \n",
      "25583                          191 - 193 Đề Thám, Quận 1   \n",
      "25584  66 Nguyễn Văn Trỗi, Quận Phú Nhuận, Tầng trệt,...   \n",
      "25585                       1058 Nguyễn Văn Linh, Quận 7   \n",
      "25586                   98-126 Nguyễn Tri Phương, Quận 5   \n",
      "25587  Sân bay Tân Sơn Nhất, 45 Trường Sơn, Tân Bì...   \n",
      "25588                                 39 Lê Duẩn, Quận 1   \n",
      "25589            214 -216 Phan Xích Long, Quận Phú Nhuận   \n",
      "25590                               21 Thảo Điền, Quận 2   \n",
      "25591                              99 Nguyễn Huệ, Quận 1   \n",
      "25592  561A Điện Biên Phủ, Quận Bình Thạnh, Khách sạn...   \n",
      "25593  76 Lê Lai, Quận 1, Góc đường Phạm Hồng Thái và...   \n",
      "25594       168 Phan Văn Trị, Quận Gò Vấp, Khách sạn Rex   \n",
      "25595  141 Nguyễn Huệ, Quận 1, Góc đường Pasteur và L...   \n",
      "25596  SN-44, Tòa Nhà Panorama, 208 Trần Văn Trà, Quận 7   \n",
      "\n",
      "                        City State/Province Country Postcode  Phone Number  \\\n",
      "25572                 Hà Nội             HN      VN        0  04 3637 4374   \n",
      "25573                 Hà Nội             HN      VN    70000  04 3936 9017   \n",
      "25574                 Hà Nội             HN      VN    70000  04 3795 4278   \n",
      "25575                 Hà Nội             HN      VN    70000  04 3395 3333   \n",
      "25576                 Hà Nội             HN      VN    70000  04 3936 8407   \n",
      "25577                 Hà Nội             HN      VN    70000  04 3978 1817   \n",
      "25578            Ho Chi Minh             SG      VN    70000  08 6281 4546   \n",
      "25579            Ho Chi Minh             SG      VN        0           NaN   \n",
      "25580  Thành Phố Hồ Chí Minh             SG      VN    70000  08 3822 5891   \n",
      "25581  Thành Phố Hồ Chí Minh             SG      VN    70000  08 3812 6830   \n",
      "25582  Thành Phố Hồ Chí Minh             SG      VN    70000           NaN   \n",
      "25583  Thành Phố Hồ Chí Minh             SG      VN    70000  08 3838 6455   \n",
      "25584  Thành Phố Hồ Chí Minh             SG      VN        0  08 3842 2171   \n",
      "25585  Thành Phố Hồ Chí Minh             SG      VN    70000  08 3771 4975   \n",
      "25586  Thành Phố Hồ Chí Minh             SG      VN    70000  08 3924 1251   \n",
      "25587  Thành Phố Hồ Chí Minh             SG      VN    70000  08 6681 6463   \n",
      "25588  Thành Phố Hồ Chí Minh             SG      VN    70000  08 3823 4990   \n",
      "25589  Thành Phố Hồ Chí Minh             SG      VN    70000  08 3517 6461   \n",
      "25590  Thành Phố Hồ Chí Minh             SG      VN    70000  08 3744 2040   \n",
      "25591  Thành Phố Hồ Chí Minh             SG      VN    70000  08 3821 0105   \n",
      "25592  Thành Phố Hồ Chí Minh             SG      VN    70000  08 3512 0585   \n",
      "25593  Thành Phố Hồ Chí Minh             SG      VN    70000  08 3823 7952   \n",
      "25594  Thành Phố Hồ Chí Minh             SG      VN    70000  08 3588 0146   \n",
      "25595  Thành Phố Hồ Chí Minh             SG      VN    70000  08 3824 4668   \n",
      "25596  Thành Phố Hồ Chí Minh             SG      VN    70000  08 5413 8292   \n",
      "\n",
      "                     Timezone  Longitude  Latitude  \n",
      "25572  GMT+000000 Asia/Saigon     105.83     21.01  \n",
      "25573  GMT+000000 Asia/Saigon     105.86     21.03  \n",
      "25574  GMT+000000 Asia/Saigon     105.78     21.04  \n",
      "25575  GMT+000000 Asia/Saigon     105.78     21.01  \n",
      "25576  GMT+000000 Asia/Saigon     105.85     21.02  \n",
      "25577  GMT+000000 Asia/Saigon     105.85     21.01  \n",
      "25578  GMT+000000 Asia/Saigon     106.75     10.80  \n",
      "25579  GMT+000000 Asia/Saigon     106.67     10.81  \n",
      "25580  GMT+000000 Asia/Saigon     106.70     10.78  \n",
      "25581  GMT+000000 Asia/Saigon     106.63     10.81  \n",
      "25582  GMT+000000 Asia/Saigon     106.70     10.78  \n",
      "25583  GMT+000000 Asia/Saigon     106.69     10.77  \n",
      "25584  GMT+000000 Asia/Saigon     106.68     10.79  \n",
      "25585  GMT+000000 Asia/Saigon     106.70     10.73  \n",
      "25586  GMT+000000 Asia/Saigon     106.67     10.75  \n",
      "25587  GMT+000000 Asia/Saigon     106.66     10.81  \n",
      "25588  GMT+000000 Asia/Saigon     106.70     10.78  \n",
      "25589  GMT+000000 Asia/Saigon     106.69     10.80  \n",
      "25590  GMT+000000 Asia/Saigon     106.74     10.80  \n",
      "25591  GMT+000000 Asia/Saigon     106.70     10.77  \n",
      "25592  GMT+000000 Asia/Saigon     106.72     10.80  \n",
      "25593  GMT+000000 Asia/Saigon     106.69     10.77  \n",
      "25594  GMT+000000 Asia/Saigon     106.69     10.82  \n",
      "25595  GMT+000000 Asia/Saigon     106.70     10.78  \n",
      "25596  GMT+000000 Asia/Saigon     106.71     10.72   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n",
      "ZA \n",
      " <class 'str'>\n",
      "--------------------\n",
      "           Brand  Store Number      Store Name Ownership Type  \\\n",
      "25597  Starbucks  47608-253804   Rosebank Mall       Licensed   \n",
      "25598  Starbucks  47640-253809    Menlyn Maine       Licensed   \n",
      "25599  Starbucks  47609-253286  Mall of Africa       Licensed   \n",
      "\n",
      "                                          Street Address          City  \\\n",
      "25597          Cnr Tyrwhitt and Cradock Avenue, Rosebank  Johannesburg   \n",
      "25598  Shop 61B, Central Square, Cnr Aramist & Coroba...        Menlyn   \n",
      "25599             Shop 2077, Upper Level, Waterfall City       Midrand   \n",
      "\n",
      "      State/Province Country Postcode Phone Number  \\\n",
      "25597             GT      ZA     2194  27873500159   \n",
      "25598             GT      ZA      181          NaN   \n",
      "25599             GT      ZA     1682  27873500215   \n",
      "\n",
      "                             Timezone  Longitude  Latitude  \n",
      "25597  GMT+000000 Africa/Johannesburg      28.04    -26.15  \n",
      "25598  GMT+000000 Africa/Johannesburg      28.28    -25.79  \n",
      "25599  GMT+000000 Africa/Johannesburg      28.11    -26.02   \n",
      " <class 'pandas.core.frame.DataFrame'>\n",
      "**************************************************\n"
     ]
    }
   ],
   "source": [
    "# 遍历\n",
    "for i,j in grouped:\n",
    "    print(i, \"\\n\", type(i))\n",
    "    print(\"-\"*20)\n",
    "    print(j, \"\\n\", type(j))\n",
    "    print(\"*\"*50)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Brand</th>\n",
       "      <th>Store Number</th>\n",
       "      <th>Store Name</th>\n",
       "      <th>Ownership Type</th>\n",
       "      <th>Street Address</th>\n",
       "      <th>City</th>\n",
       "      <th>State/Province</th>\n",
       "      <th>Postcode</th>\n",
       "      <th>Phone Number</th>\n",
       "      <th>Timezone</th>\n",
       "      <th>Longitude</th>\n",
       "      <th>Latitude</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Country</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>AD</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AE</th>\n",
       "      <td>144</td>\n",
       "      <td>144</td>\n",
       "      <td>144</td>\n",
       "      <td>144</td>\n",
       "      <td>144</td>\n",
       "      <td>144</td>\n",
       "      <td>144</td>\n",
       "      <td>24</td>\n",
       "      <td>78</td>\n",
       "      <td>144</td>\n",
       "      <td>144</td>\n",
       "      <td>144</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AR</th>\n",
       "      <td>108</td>\n",
       "      <td>108</td>\n",
       "      <td>108</td>\n",
       "      <td>108</td>\n",
       "      <td>108</td>\n",
       "      <td>108</td>\n",
       "      <td>108</td>\n",
       "      <td>100</td>\n",
       "      <td>29</td>\n",
       "      <td>108</td>\n",
       "      <td>108</td>\n",
       "      <td>108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AT</th>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "      <td>17</td>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AU</th>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>0</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TT</th>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TW</th>\n",
       "      <td>394</td>\n",
       "      <td>394</td>\n",
       "      <td>394</td>\n",
       "      <td>394</td>\n",
       "      <td>394</td>\n",
       "      <td>394</td>\n",
       "      <td>394</td>\n",
       "      <td>365</td>\n",
       "      <td>39</td>\n",
       "      <td>394</td>\n",
       "      <td>394</td>\n",
       "      <td>394</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>US</th>\n",
       "      <td>13608</td>\n",
       "      <td>13608</td>\n",
       "      <td>13608</td>\n",
       "      <td>13608</td>\n",
       "      <td>13608</td>\n",
       "      <td>13608</td>\n",
       "      <td>13608</td>\n",
       "      <td>13607</td>\n",
       "      <td>13122</td>\n",
       "      <td>13608</td>\n",
       "      <td>13608</td>\n",
       "      <td>13608</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>VN</th>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>23</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ZA</th>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>73 rows × 12 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "         Brand  Store Number  Store Name  Ownership Type  Street Address  \\\n",
       "Country                                                                    \n",
       "AD           1             1           1               1               1   \n",
       "AE         144           144         144             144             144   \n",
       "AR         108           108         108             108             108   \n",
       "AT          18            18          18              18              18   \n",
       "AU          22            22          22              22              22   \n",
       "...        ...           ...         ...             ...             ...   \n",
       "TT           3             3           3               3               3   \n",
       "TW         394           394         394             394             394   \n",
       "US       13608         13608       13608           13608           13608   \n",
       "VN          25            25          25              25              25   \n",
       "ZA           3             3           3               3               3   \n",
       "\n",
       "          City  State/Province  Postcode  Phone Number  Timezone  Longitude  \\\n",
       "Country                                                                       \n",
       "AD           1               1         1             1         1          1   \n",
       "AE         144             144        24            78       144        144   \n",
       "AR         108             108       100            29       108        108   \n",
       "AT          18              18        18            17        18         18   \n",
       "AU          22              22        22             0        22         22   \n",
       "...        ...             ...       ...           ...       ...        ...   \n",
       "TT           3               3         3             0         3          3   \n",
       "TW         394             394       365            39       394        394   \n",
       "US       13608           13608     13607         13122     13608      13608   \n",
       "VN          25              25        25            23        25         25   \n",
       "ZA           3               3         3             2         3          3   \n",
       "\n",
       "         Latitude  \n",
       "Country            \n",
       "AD              1  \n",
       "AE            144  \n",
       "AR            108  \n",
       "AT             18  \n",
       "AU             22  \n",
       "...           ...  \n",
       "TT              3  \n",
       "TW            394  \n",
       "US          13608  \n",
       "VN             25  \n",
       "ZA              3  \n",
       "\n",
       "[73 rows x 12 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 调用聚合方法\n",
    "grouped.count()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Country\n",
       "AD        1\n",
       "AE      144\n",
       "AR      108\n",
       "AT       18\n",
       "AU       22\n",
       "      ...  \n",
       "TT        3\n",
       "TW      394\n",
       "US    13608\n",
       "VN       25\n",
       "ZA        3\n",
       "Name: Brand, Length: 73, dtype: int64"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Brand 该列没有缺失值\n",
    "grouped[\"Brand\"].count()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "country_count = grouped[\"Brand\"].count()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "13608"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "country_count[\"US\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2734"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "country_count[\"CN\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "State/Province\n",
       "11    236\n",
       "12     58\n",
       "13     24\n",
       "14      8\n",
       "15      8\n",
       "21     57\n",
       "22     13\n",
       "23     16\n",
       "31    551\n",
       "32    354\n",
       "33    315\n",
       "34     26\n",
       "35     75\n",
       "36     13\n",
       "37     75\n",
       "41     21\n",
       "42     76\n",
       "43     35\n",
       "44    333\n",
       "45     21\n",
       "46     16\n",
       "50     41\n",
       "51    104\n",
       "52      9\n",
       "53     24\n",
       "61     42\n",
       "62      3\n",
       "63      3\n",
       "64      2\n",
       "91    162\n",
       "92     13\n",
       "Name: Brand, dtype: int64"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 统计中国每个省份店铺的数量\n",
    "china_data = df[df[\"Country\"]==\"CN\"]\n",
    "grouped = china_data.groupby(by=\"State/Province\").count()[\"Brand\"]\n",
    "grouped"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Country  State/Province\n",
       "AD       7                  1\n",
       "AE       AJ                 2\n",
       "         AZ                48\n",
       "         DU                82\n",
       "         FU                 2\n",
       "                           ..\n",
       "US       WV                25\n",
       "         WY                23\n",
       "VN       HN                 6\n",
       "         SG                19\n",
       "ZA       GT                 3\n",
       "Name: Brand, Length: 545, dtype: int64"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "grouped = df[\"Brand\"].groupby(by=[df[\"Country\"], df[\"State/Province\"]]).count()\n",
    "grouped"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "pandas.core.series.Series"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(grouped)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> 复合索引\n",
    "\n",
    "如果我们就想返回一个DataFrame对象呢？"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                        Brand\n",
      "Country State/Province       \n",
      "AD      7                   1\n",
      "AE      AJ                  2\n",
      "        AZ                 48\n",
      "        DU                 82\n",
      "        FU                  2\n",
      "...                       ...\n",
      "US      WV                 25\n",
      "        WY                 23\n",
      "VN      HN                  6\n",
      "        SG                 19\n",
      "ZA      GT                  3\n",
      "\n",
      "[545 rows x 1 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n"
     ]
    }
   ],
   "source": [
    "grouped1 = df[[\"Brand\"]].groupby(by=[df[\"Country\"], df[\"State/Province\"]]).count()\n",
    "print(grouped1, '\\n' , type(grouped1))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                        Brand\n",
      "Country State/Province       \n",
      "AD      7                   1\n",
      "AE      AJ                  2\n",
      "        AZ                 48\n",
      "        DU                 82\n",
      "        FU                  2\n",
      "...                       ...\n",
      "US      WV                 25\n",
      "        WY                 23\n",
      "VN      HN                  6\n",
      "        SG                 19\n",
      "ZA      GT                  3\n",
      "\n",
      "[545 rows x 1 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n"
     ]
    }
   ],
   "source": [
    "grouped2 = df.groupby(by=[df[\"Country\"], df[\"State/Province\"]])[[\"Brand\"]].count()\n",
    "print(grouped2, '\\n' , type(grouped2))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                        Brand\n",
      "Country State/Province       \n",
      "AD      7                   1\n",
      "AE      AJ                  2\n",
      "        AZ                 48\n",
      "        DU                 82\n",
      "        FU                  2\n",
      "...                       ...\n",
      "US      WV                 25\n",
      "        WY                 23\n",
      "VN      HN                  6\n",
      "        SG                 19\n",
      "ZA      GT                  3\n",
      "\n",
      "[545 rows x 1 columns] \n",
      " <class 'pandas.core.frame.DataFrame'>\n"
     ]
    }
   ],
   "source": [
    "grouped3 = df.groupby(by=[df[\"Country\"], df[\"State/Province\"]]).count()[[\"Brand\"]]\n",
    "print(grouped3, '\\n' , type(grouped3))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 细节说明"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>V</th>\n",
       "      <th>W</th>\n",
       "      <th>X</th>\n",
       "      <th>Y</th>\n",
       "      <th>Z</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>A</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>B</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     V    W    X    Y    Z\n",
       "A  0.0  0.0  0.0  0.0  0.0\n",
       "B  0.0  0.0  0.0  0.0  0.0"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.DataFrame(np.zeros((2,5)), index=list(\"AB\"), columns=list(\"VWXYZ\"))\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "pandas.core.series.Series"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(df[\"X\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "pandas.core.frame.DataFrame"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(df[[\"X\"]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "MultiIndex([('AD',  '7'),\n",
       "            ('AE', 'AJ'),\n",
       "            ('AE', 'AZ'),\n",
       "            ('AE', 'DU'),\n",
       "            ('AE', 'FU'),\n",
       "            ('AE', 'RK'),\n",
       "            ('AE', 'SH'),\n",
       "            ('AE', 'UQ'),\n",
       "            ('AR',  'B'),\n",
       "            ('AR',  'C'),\n",
       "            ...\n",
       "            ('US', 'UT'),\n",
       "            ('US', 'VA'),\n",
       "            ('US', 'VT'),\n",
       "            ('US', 'WA'),\n",
       "            ('US', 'WI'),\n",
       "            ('US', 'WV'),\n",
       "            ('US', 'WY'),\n",
       "            ('VN', 'HN'),\n",
       "            ('VN', 'SG'),\n",
       "            ('ZA', 'GT')],\n",
       "           names=['Country', 'State/Province'], length=545)"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "grouped1.index"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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